From fffd8be0e03e2a1bf885687f37f1698ff42976ce Mon Sep 17 00:00:00 2001 From: Andrea Mannocci Date: Tue, 28 Sep 2021 14:57:12 +0200 Subject: [PATCH] adding raw fairsharing --- data/interim/ds_dedup09.csv | 1530 ++++--- notebooks/03-overlap.ipynb | 8629 ++++++++++++++++++++++++++++++----- 2 files changed, 8238 insertions(+), 1921 deletions(-) diff --git a/data/interim/ds_dedup09.csv b/data/interim/ds_dedup09.csv index 0ea0061..4ed1576 100644 --- a/data/interim/ds_dedup09.csv +++ b/data/interim/ds_dedup09.csv @@ -8,24 +8,25 @@ dedup::fd45c64e026040dbcb83395829d2aea5;5986;5986;"Repositório Institucional da dedup::99c2392f56b69ceea621ebcbcb939f3e;re3data_____::6a78b0ac848269798ae96d2cab9ddf42;r3d100013298;"Coronavirus Antiviral Research Database";re3data dedup::d8ac421ae56dd1ee755be2024ea93a71;opendoar____::b8102d1fa5df93e62cf26cd4400a0727;7462;"open data lmu";OpenDOAR dedup::b1eec33c726a60554bc78518d5f9b32c;opendoar____::04ecb1fa28506ccb6f72b12c0245ddbc;595;"internet archive";OpenDOAR 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Autism Chromosome Rearrangement Database";FAIRsharing @@ -148,7 +150,6 @@ dedup::bd4d08cd70f4be1982372107b3b448ef;5542;5542;"Baylor Electronically Accessi dedup::d1a143e596968b69cf21ce65f88b6159;opendoar____::0b4078ee99ffc88fb383ffcdcd377d67;9493;"jewish digital library";OpenDOAR dedup::a7755e44489861b53ea6bf28421357bd;11159;11159;"JOOUST Repository";roar dedup::e586a4f55fb43a540c2e9dab45e00f53;652;652;"IBSS Repository";roar -dedup::583ec298b104e8f1d60fe7315ffd99d1;opendoar____::d53697441ef12a45422f6660202f9840;2818;"university of mysore - digital repository of research, innovation and scholarship (eprints@uom)";OpenDOAR dedup::b63826f7edd2fc3ad8449add0c04fceb;8619;8619;"Marmara University Open Archive Repository";roar dedup::9854d7afce413aa13cd0a1d39d0bcec5;3878;3878;"Repositório Institucional da Universidade Federal do Ceará";roar dedup::07dd4d5a72f5740ef0f035f201951476;9586;9586;"Iwate Prefectural University Institutional Repository";roar @@ -157,15 +158,14 @@ 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dedup::da56910e9cfdd3202aca15bcd589f301;opendoar____::46489c17893dfdcf028883202cefd6d1;4490;"touro scholar";OpenDOAR @@ -4504,6 +4571,7 @@ dedup::43ec517d68b6edd3015b3edc9a11367b;opendoar____::0c0a7566915f4f24853fc41926 dedup::351869bde8b9d6ad1e3090bd173f600d;opendoar____::0e55666a4ad822e0e34299df3591d979;1347;"biblioteca digital por la identidad";OpenDOAR dedup::0163cceb20f5ca7b313419c068abd9dc;8003;8003;"EPrints@NIRT Library Welcomes! - EPrints@NIRT";roar dedup::7dc5541ac8b4184135758af965b0be00;opendoar____::cf040fc71060367913e81ac1eb050aea;4875;"repositorio institucional universidad sise";OpenDOAR +dedup::bbc12a3a98d8487f58a87d3a3070516e;opendoar____::6ef80bb237adf4b6f77d0700e1255907;2518;"naturalis";OpenDOAR dedup::81616e9ab54cc3e36260f80593a4cc33;15071;15071;"Repositorio Geofísico Nacional";roar dedup::7fea557bd4f38e8978e095ecc682eab7;https://fairsharing.org/10.25504/FAIRsharing.6QPjtA;https://fairsharing.org/10.25504/FAIRsharing.6QPjtA;"NSF Arctic Data Center";FAIRsharing dedup::7fec306d1e665bc9c748b5d2b99a6e97;opendoar____::4734ba6f3de83d861c3176a6273cac6d;273;"repositório acadêmico de biblioteconomia e ciência da informação";OpenDOAR diff --git a/notebooks/03-overlap.ipynb b/notebooks/03-overlap.ipynb index 83e14cb..17468b9 100644 --- a/notebooks/03-overlap.ipynb +++ b/notebooks/03-overlap.ipynb @@ -26,7 +26,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 108, "metadata": {}, "outputs": [ { @@ -114,7 +114,7 @@ "freq 1933 " ] }, - "execution_count": 19, + "execution_count": 108, "metadata": {}, "output_type": "execute_result" } @@ -126,7 +126,19 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 109, + "metadata": {}, + "outputs": [], + "source": [ + "fairsharing_df = pd.read_csv('../data/raw/FAIRsharingDBrec_summary20210304.csv', \n", + " delimiter='|', header=0,\n", + " names=['full_name', 'short_name', 'fs_url', 'url', 'countries', 'subjects'])\n", + "fairsharing_df = fairsharing_df.add_prefix('fairsharing_')" + ] + }, + { + "cell_type": "code", + "execution_count": 110, "metadata": {}, "outputs": [], "source": [ @@ -139,47 +151,39 @@ " 'content_type': ast.literal_eval,\n", " 'provider_type': ast.literal_eval,\n", " 'institution': ast.literal_eval\n", - " })" + " })\n", + "re3data_df = re3data_df.add_prefix('re3data_')" ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 111, "metadata": {}, "outputs": [], "source": [ "opendoar_df = pd.read_csv('../data/raw/openDoar.tsv', delimiter='\\t',\n", " converters={'subject': ast.literal_eval,\n", " 'additional_name': ast.literal_eval,\n", - " 'opendoar_id': ast.literal_eval,\n", " 'content_type': ast.literal_eval,\n", " 'institution': ast.literal_eval\n", - " })" + " },\n", + " dtype={'opendoar_id': str})\n", + "opendoar_df = opendoar_df.add_prefix('opendoar_')" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 113, "metadata": {}, "outputs": [], "source": [ - "roar_df = pd.read_csv('../data/raw/export_roar_CSV.csv', dtype='str')" + "roar_df = pd.read_csv('../data/raw/export_roar_CSV.csv', dtype='str')\n", + "roar_df = roar_df.add_prefix('roar_')" ] }, { "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [], - "source": [ - "fairsharing_df = pd.read_csv('../data/raw/FAIRsharingDBrec_summary20210304.csv', \n", - " delimiter='|', header=0,\n", - " names=['full_name', 'short_name', 'fs_url', 'url', 'countries', 'subjects'])" - ] - }, - { - "cell_type": "code", - "execution_count": 17, + "execution_count": 114, "metadata": {}, "outputs": [ { @@ -285,7 +289,7 @@ "4 PRISM: University of Calgary's Digital Repository re3data " ] }, - "execution_count": 17, + "execution_count": 114, "metadata": {}, "output_type": "execute_result" } @@ -296,9 +300,2607 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 121, + "metadata": {}, + "outputs": [], + "source": [ + "dup = df_09.merge(fairsharing_df, left_on='original_id', right_on='fairsharing_fs_url', how='left')\n", + "dup = dup.merge(re3data_df, left_on='original_id', right_on='re3data_re3data_id', how='left')\n", + "dup = dup.merge(opendoar_df, left_on='original_id', right_on='opendoar_opendoar_id', how='left')\n", + "dup = dup.merge(roar_df, left_on='original_id', right_on='roar_eprintid', how='left')" + ] + }, + { + "cell_type": "code", + "execution_count": 122, "metadata": {}, "outputs": [ + { + "data": { + "text/html": [ + "
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NaN \n", + "4 NaN NaN \n", + "... ... ... \n", + "10045 NaN NaN \n", + "10046 http://real-eod.mtak.hu/cgi/latest_tool?output... NaN \n", + "10047 NaN NaN \n", + "10048 NaN NaN \n", + "10049 NaN NaN \n", + "\n", + " roar_description roar_fulltext \\\n", + "0 NaN NaN \n", + "1 NaN TRUE \n", + "2 NaN NaN \n", + "3 MCStor serves as Milligan College's digital re... FALSE \n", + "4 NaN NaN \n", + "... ... ... \n", + "10045 NaN TRUE \n", + "10046 Repository collection of scanned books TRUE \n", + "10047 NaN NaN \n", + "10048 This site provides access to the output of the... NaN \n", + "10049 NaN NaN \n", + "\n", + " roar_open_access roar_mandate \\\n", + "0 NaN NaN \n", + "1 TRUE FALSE \n", + "2 NaN NaN \n", + "3 FALSE FALSE \n", + "4 NaN NaN \n", + "... ... ... \n", + "10045 TRUE NaN \n", + "10046 TRUE FALSE \n", + "10047 NaN NaN \n", + "10048 NaN NaN \n", + "10049 NaN NaN \n", + "\n", + " roar_organisation_title \\\n", + "0 NaN \n", + "1 NaN \n", + "2 NaN \n", + "3 Milligan College \n", + "4 NaN \n", + "... ... \n", + "10045 NaN \n", + "10046 Library and Information Centre, Hungarian Acad... \n", + "10047 Hungarian Academy of Sciences \n", + "10048 Universidad Tecnológica de El Salvador \n", + "10049 NaN \n", + "\n", + " roar_organisation_home_page roar_location_country roar_location_city \\\n", + "0 NaN NaN NaN \n", + "1 NaN other Boston, MA \n", + "2 NaN NaN NaN \n", + "3 http://www.milligan.edu us Milligan College, TN \n", + "4 NaN NaN NaN \n", + "... ... ... ... \n", + "10045 NaN us NaN \n", + "10046 NaN hu Budapest \n", + "10047 NaN NaN NaN \n", + "10048 http://www.utec.edu.sv/ sv NaN \n", + "10049 NaN NaN NaN \n", + "\n", + " roar_location_latitude roar_location_longitude roar_software \\\n", + "0 NaN NaN NaN \n", + "1 42.336 -71.0179 other \n", + "2 NaN NaN NaN \n", + "3 36.2993 -82.2944 dspace \n", + "4 NaN NaN NaN \n", + "... ... ... ... \n", + "10045 NaN NaN dspace \n", + "10046 47.5008 19.0464 eprints \n", + "10047 NaN NaN NaN \n", + "10048 NaN NaN NaN \n", + "10049 NaN NaN NaN \n", + "\n", + " roar_geoname roar_version roar_subjects roar_date roar_note \\\n", + "0 NaN NaN NaN NaN NaN \n", + "1 NaN other NaN 2003-05-13 00:00:00 NaN \n", + "2 NaN NaN NaN NaN NaN \n", + "3 geoname_2_US other NaN 2015-11-13 00:25:53 NaN \n", + "4 NaN NaN NaN NaN NaN \n", + "... ... ... ... ... ... \n", + "10045 geoname_2_US other NaN 2006-05-04 10:48:14 NaN \n", + "10046 geoname_2_HU 3.3.15 eps NaN 2014-01-07 18:29:06 NaN \n", + "10047 NaN NaN NaN NaN NaN \n", + "10048 geoname_2_SV other NaN 2012-03-25 15:13:01 NaN \n", + "10049 NaN NaN NaN NaN NaN \n", + "\n", + " roar_suggestions roar_activity_low roar_activity_medium \\\n", + "0 NaN NaN NaN \n", + "1 NaN 0 0 \n", + "2 NaN NaN NaN \n", + "3 NaN NaN NaN \n", + "4 NaN NaN NaN \n", + "... ... ... ... \n", + "10045 NaN NaN NaN \n", + "10046 NaN NaN NaN \n", + "10047 NaN NaN NaN \n", + "10048 NaN NaN NaN \n", + "10049 NaN NaN NaN \n", + "\n", + " roar_activity_high roar_recordcount \\\n", + "0 NaN NaN \n", + "1 0 183791 \n", + "2 NaN NaN \n", + "3 NaN NaN \n", + "4 NaN NaN \n", + "... ... ... \n", + "10045 NaN NaN \n", + "10046 NaN NaN \n", + "10047 NaN NaN \n", + "10048 NaN NaN \n", + "10049 NaN NaN \n", + "\n", + " roar_recordhistory roar_fulltexts_total \\\n", + "0 NaN NaN \n", + "1 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,39336,10... NaN \n", + "2 NaN NaN \n", + "3 NaN NaN \n", + "4 NaN NaN \n", + "... ... ... \n", + "10045 NaN NaN \n", + "10046 NaN NaN \n", + "10047 NaN NaN \n", + "10048 NaN NaN \n", + "10049 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", + "10045 NaN NaN NaN \n", + "10046 NaN NaN NaN \n", + "10047 NaN NaN NaN \n", + "10048 NaN NaN NaN \n", + "10049 NaN NaN NaN \n", + "\n", + " roar_registry_name roar_registry_id roar_submit_to \\\n", + "0 NaN NaN NaN \n", + "1 celestial 124 NaN \n", + "2 NaN NaN NaN \n", + "3 celestial 5958 NaN \n", + "4 opendoar 3606 NaN \n", + "... ... ... ... \n", + "10045 celestial 1660 NaN \n", + "10046 opendoar 2942 NaN \n", + "10047 celestial 5380 NaN \n", + "10048 opendoar 1815 NaN \n", + "10049 celestial 2175 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", + "10045 NaN NaN NaN \n", + "10046 NaN NaN NaN \n", + "10047 NaN NaN NaN \n", + "10048 NaN NaN NaN \n", + "10049 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", + "10045 NaN NaN \n", + "10046 NaN NaN \n", + "10047 NaN NaN \n", + "10048 NaN NaN \n", + "10049 NaN NaN \n", + "\n", + " roar_webometrics_rich_files roar_webometrics_scholar \\\n", + "0 NaN NaN \n", + "1 NaN NaN \n", + "2 NaN NaN \n", + "3 NaN NaN \n", + "4 NaN NaN \n", + "... ... ... \n", + "10045 NaN NaN \n", + "10046 NaN NaN \n", + "10047 NaN NaN \n", + "10048 NaN NaN \n", + "10049 NaN NaN \n", + "\n", + " roar_monthly_deposits roar_total_deposits \\\n", + "0 NaN NaN \n", + "1 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,... 392954 \n", + "2 NaN NaN \n", + "3 NaN NaN \n", + "4 NaN NaN \n", + "... ... ... \n", + "10045 NaN NaN \n", + "10046 NaN NaN \n", + "10047 NaN NaN \n", + "10048 NaN NaN \n", + "10049 NaN NaN \n", + "\n", + " roar_association \n", + "0 NaN \n", + "1 NaN \n", + "2 NaN \n", + "3 NaN \n", + "4 NaN \n", + "... ... \n", + "10045 NaN \n", + "10046 NaN \n", + "10047 NaN \n", + "10048 NaN \n", + "10049 NaN \n", + "\n", + "[10050 rows x 143 columns]" + ] + }, + "execution_count": 122, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dup" + ] + }, + { + "cell_type": "code", + "execution_count": 106, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + ":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": { "text/html": [ @@ -324,6 +2926,144 @@ " original_id\n", " name\n", " source\n", + " fairsharing_full_name\n", + " fairsharing_short_name\n", + " fairsharing_fs_url\n", + " fairsharing_url\n", + " fairsharing_countries\n", + " fairsharing_subjects\n", + " re3data_openaire_id\n", + " re3data_re3data_id\n", + " re3data_repository_name\n", + " re3data_additional_name\n", + " re3data_repository_url\n", + " re3data_repository_id\n", + " re3data_description\n", + " re3data_type\n", + " re3data_size\n", + " re3data_update_date\n", + " re3data_start_date\n", + " re3data_end_date\n", + " re3data_subject\n", + " re3data_mission_statement\n", + " re3data_content_type\n", + " re3data_provider_type\n", + " re3data_keyword\n", + " re3data_institution\n", + " re3data_policy\n", + " re3data_database_access\n", + " re3data_database_license\n", + " re3data_data_access\n", + " re3data_data_license\n", + " re3data_data_upload\n", + " re3data_data_upload_license\n", + " re3data_software\n", + " re3data_versioning\n", + " re3data_api\n", + " re3data_pid_system\n", + " re3data_citation_guideline_url\n", + " re3data_aid_system\n", + " re3data_enhanced_publication\n", + " re3data_quality_management\n", + " re3data_certificate\n", + " re3data_metadata_standard\n", + " re3data_syndication\n", + " re3data_remarks\n", + " re3data_entry_date\n", + " re3data_last_update\n", + " opendoar_openaire_id\n", + " opendoar_opendoar_id\n", + " opendoar_repository_name\n", + " opendoar_additional_name\n", + " opendoar_repository_url\n", + " opendoar_description\n", + " opendoar_type\n", + " opendoar_update_date\n", + " opendoar_start_date\n", + " opendoar_subject\n", + " opendoar_content_type\n", + " opendoar_institution\n", + " opendoar_metadata_policy\n", + " opendoar_data_policy\n", + " opendoar_submission_policy\n", + " opendoar_content_policy\n", + " opendoar_software\n", + " opendoar_api\n", + " roar_eprintid\n", + " roar_rev_number\n", + " roar_eprint_status\n", + " roar_userid\n", + " roar_importid\n", + " roar_source\n", + " roar_dir\n", + " roar_datestamp\n", + " roar_lastmod\n", + " roar_status_changed\n", + " roar_type\n", + " roar_succeeds\n", + " roar_commentary\n", + " roar_metadata_visibility\n", + " roar_latitude\n", + " roar_longitude\n", + " roar_relation_type\n", + " roar_relation_uri\n", + " roar_item_issues_id\n", + " roar_item_issues_type\n", + " roar_item_issues_description\n", + " roar_item_issues_timestamp\n", + " roar_item_issues_status\n", + " roar_item_issues_reported_by\n", + " roar_item_issues_resolved_by\n", + " roar_item_issues_comment\n", + " roar_item_issues_count\n", + " roar_sword_depositor\n", + " roar_sword_slug\n", + " roar_exemplar\n", + " roar_home_page\n", + " roar_title\n", + " roar_oai_pmh\n", + " roar_sword_endpoint\n", + " roar_rss_feed\n", + " roar_twitter_feed\n", + " roar_description\n", + " roar_fulltext\n", + " roar_open_access\n", + " roar_mandate\n", + " roar_organisation_title\n", + " roar_organisation_home_page\n", + " roar_location_country\n", + " roar_location_city\n", + " roar_location_latitude\n", + " roar_location_longitude\n", + " roar_software\n", + " roar_geoname\n", + " roar_version\n", + " roar_subjects\n", + " roar_date\n", + " roar_note\n", + " roar_suggestions\n", + " roar_activity_low\n", + " roar_activity_medium\n", + " roar_activity_high\n", + " roar_recordcount\n", + " roar_recordhistory\n", + " roar_fulltexts_total\n", + " roar_fulltexts_docs\n", + " roar_fulltexts_rtotal\n", + " roar_fulltexts_rdocs\n", + " roar_registry_name\n", + " roar_registry_id\n", + " roar_submit_to\n", + " roar_submitted_to_name\n", + " roar_submitted_to_done\n", + " roar_webometrics_rank\n", + " roar_webometrics_size\n", + " roar_webometrics_visibility\n", + " roar_webometrics_rich_files\n", + " roar_webometrics_scholar\n", + " roar_monthly_deposits\n", + " roar_total_deposits\n", + " roar_association\n", " 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2145 rows × 143 columns

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[opendoar____::62e7f2e090fe150ef8deb4466fdc81b... \n", - "dedup::ffbd6cbb019a1413183c8d08f2929307 [3108, opendoar____::ff7d0f525b3be596a51fb9194... \n", - "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [1126, opendoar____::443cb001c138b2561a0d90720... \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [3108, 3108, opendoar____::ff7d0f525b3be596a51... \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [1126, 1126, opendoar____::443cb001c138b2561a0... \n", "\n", " original_id \\\n", "dedup_id \n", - "dedup::000871c1fc726f0b52dc86a4eeb027de [4612, 4649] \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [4612, 4612, 4612, 4612, 4612, 4612, 4612, 464... \n", "dedup::001e6d882e54c780ce269d3c46997287 [r3d100011306, https://fairsharing.org/10.2550... \n", - "dedup::0023a1e3447fdb31836536cc903f1310 [3410, 10013] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [3410, 3410, 10013, 10013, 10013, 10013, 10013... \n", "dedup::003ab6b40af9b488decea7c582d150a2 [https://fairsharing.org/10.25504/FAIRsharing.... \n", - "dedup::0064f599ed0adb5870a5b3ffe438e485 [16034, 9647] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [16034, 9647, 9647] \n", "... ... \n", - "dedup::ff49cc40a8890e6a60f40ff3026d2730 [1333, 1389] \n", - "dedup::ff4d70de478038c72282b7e4af1d4260 [9752, 16367] \n", - "dedup::ff826ce6ee85809389f18a5fafe72366 [3601, 2608] \n", - "dedup::ffbd6cbb019a1413183c8d08f2929307 [3108, 1912] \n", - "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [1126, 648] \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [1333, 1333, 1333, 1389] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [9752, 9752, 9752, 9752, 16367] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [3601, 2608, 2608] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [3108, 3108, 1912] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [1126, 1126, 648] \n", "\n", " name \\\n", "dedup_id \n", @@ -466,25 +4862,1957 @@ "dedup::003ab6b40af9b488decea7c582d150a2 [Synapse, Synapse] \n", "dedup::0064f599ed0adb5870a5b3ffe438e485 [Giresun University Institutional Repository, ... \n", "... ... \n", - "dedup::ff49cc40a8890e6a60f40ff3026d2730 [UnissResearch, unissresearch] \n", - "dedup::ff4d70de478038c72282b7e4af1d4260 [european xfel publication database, European ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [UnissResearch, UnissResearch, UnissResearch, ... \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [european xfel publication database, european ... \n", "dedup::ff826ce6ee85809389f18a5fafe72366 [electronic odessa national economic universit... \n", - "dedup::ffbd6cbb019a1413183c8d08f2929307 [Fotografía Sobre España en el Siglo XIX, foto... \n", - "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [RIT Digital Media Library, rit digital media ... \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::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", - "dedup::ff49cc40a8890e6a60f40ff3026d2730 [roar, OpenDOAR] \n", - "dedup::ff4d70de478038c72282b7e4af1d4260 [OpenDOAR, roar] \n", - "dedup::ff826ce6ee85809389f18a5fafe72366 [OpenDOAR, OpenDOAR] \n", - "dedup::ffbd6cbb019a1413183c8d08f2929307 [roar, OpenDOAR] \n", - "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [roar, OpenDOAR] \n", + " source \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [roar, roar, roar, roar, roar, roar, roar, roa... \n", + "dedup::001e6d882e54c780ce269d3c46997287 [re3data, FAIRsharing] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [OpenDOAR, OpenDOAR, roar, roar, roar, roar, r... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [FAIRsharing, re3data] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [roar, OpenDOAR, OpenDOAR] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [roar, roar, roar, OpenDOAR] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [OpenDOAR, OpenDOAR, OpenDOAR, OpenDOAR, roar] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [OpenDOAR, OpenDOAR, OpenDOAR] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [roar, roar, OpenDOAR] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [roar, roar, OpenDOAR] \n", + "\n", + " fairsharing_full_name \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, RESID Database of Protein Modifications] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [Synapse, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " fairsharing_short_name \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, RESID] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [Synapse, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " fairsharing_fs_url \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, https://fairsharing.org/10.25504/FAIRsha... \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [https://fairsharing.org/10.25504/FAIRsharing.... \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " fairsharing_url \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, http://pir.georgetown.edu/resid/] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [https://www.synapse.org/, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " fairsharing_countries \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, European Union,Switzerland,United Kingdom] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [United States, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " fairsharing_subjects \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, Life Science] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [Biomedical Science,Data Integration,Data Mana... \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " re3data_openaire_id \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [re3data_____::4af9fe2bb93511a5e0f0c39e94d6557... \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, re3data_____::cafc5d99b7c187e24b40d958a1... \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " re3data_re3data_id \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [r3d100011306, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, r3d100011894] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " re3data_repository_name \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [RESID Database of Protein Modifications, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, Synapse] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " re3data_additional_name \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [[], nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, []] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " re3data_repository_url \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [https://pir.georgetown.edu/resid/resid.shtml,... \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, https://www.synapse.org] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " re3data_repository_id \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [[FAIRsharing_doi:10.25504/FAIRsharing.qaszjp,... \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, [RRID:SCR_006307, RRID:nlx_151983]] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " re3data_description \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [The RESID Database of Protein Modifications i... \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, Synapse is an open source software platf... \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, 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nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " re3data_data_upload_license \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [false , nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, false ] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " re3data_software \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [true , nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, true ] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " re3data_versioning \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [yes, nan] \n", 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"... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " re3data_pid_system \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [true , nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, true ] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " re3data_citation_guideline_url \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [true , nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, true ] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " re3data_aid_system \\\n", + "dedup_id \n", + 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nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, yes] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " re3data_quality_management \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [unknown, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, yes] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + 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"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [false , nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, false ] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " re3data_remarks \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [RESID is covered by Thomson Reuters Data Cita... \n", + 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nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " re3data_last_update \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [2019-01-17, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, 2021-05-17] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + 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opendoar_additional_name \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [[], [], [], [], [], [], [], [], []] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [[], [], [], [], [], [], [], [], [], [], [], [... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, [giresun üniversitesi akademik arşiv sis... \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [[mek], [mek], [mek], []] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [[], [], [], [], nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [[eoneur], [eoneu], [eoneu]] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [[], [], [phosxix]] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [[], [], [rit dml]] \n", + "\n", + " opendoar_repository_url \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [https://research.vu.nl/, https://research.vu.... \n", + 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"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", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [this site provides access to the digitised co... \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [the european xfel publication database catalo... \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [this site provides access to the research out... \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [this is the institutional repository of paeda... \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [this repository is for research material prod... \n", + "\n", + " opendoar_type \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [institutional, institutional, institutional, ... \n", + 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\n", + "\n", + " opendoar_api \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [true , true , true , true , true , true , tru... \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [false , false , true , true , true , true , t... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, true , true ] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [true , true , true , true ] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [true , true , true , true , nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [false , false , false ] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [true , true , true ] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [true , true , true ] \n", + "\n", + " roar_eprintid \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [4612, 4612, 4612, 4612, 4612, 4612, 4612, 464... \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [3410, 3410, 10013, 10013, 10013, 10013, 10013... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [16034, 9647, 9647] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [1333, 1333, 1333, 1389] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [9752, 9752, 9752, 9752, 16367] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, 2608, 2608] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [3108, 3108, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [1126, 1126, 648] \n", + "\n", + " roar_rev_number \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [28, nan, nan, nan, nan, nan, nan, 8, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [82, nan, 31, nan, nan, nan, nan, nan, nan, na... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [7, 19, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [561, nan, nan, 260] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [20, nan, nan, nan, 7] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, 330, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [195, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [510, nan, 503] \n", + "\n", + " roar_eprint_status \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [archive, nan, nan, nan, nan, nan, nan, archiv... \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [archive, nan, archive, nan, nan, nan, nan, na... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [archive, archive, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [archive, nan, nan, archive] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [archive, nan, nan, nan, archive] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, archive, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [archive, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [archive, nan, archive] \n", + "\n", + " roar_userid \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [1380, nan, nan, nan, nan, nan, nan, 1380, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [8, nan, 7104, nan, nan, nan, nan, nan, nan, n... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [12932, 4263, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [1, nan, nan, 1] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [6795, nan, nan, nan, 13175] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, 8, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [8, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [1, nan, 1] \n", + "\n", + " roar_importid \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_source \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_dir \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [disk0/00/00/46/12, nan, nan, nan, nan, nan, n... \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [disk0/00/00/34/10, nan, disk0/00/01/00/13, na... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [disk0/00/01/60/34, disk0/00/00/96/47, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [disk0/00/00/13/33, nan, nan, disk0/00/00/13/89] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [disk0/00/00/97/52, nan, nan, nan, disk0/00/01... \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, disk0/00/00/26/08, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [disk0/00/00/31/08, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [disk0/00/00/11/26, nan, disk0/00/00/06/48] \n", + "\n", + " roar_datestamp \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [2012-01-08 03:17:02, nan, nan, nan, nan, nan,... \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [2010-12-20 21:17:14, nan, 2015-08-08 14:53:04... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [2020-06-01 20:13:50, 2015-05-15 15:33:42, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [2010-01-06 13:45:45, nan, nan, 2010-01-06 13:... \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [2015-05-15 15:43:01, nan, nan, nan, 2020-10-1... \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, 2010-04-08 00:37:15, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [2010-10-13 20:49:16, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [2010-01-06 13:45:17, nan, 2010-01-06 13:44:34] \n", + "\n", + " roar_lastmod \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [2012-04-16 10:53:04, nan, nan, nan, nan, nan,... \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [2016-04-17 21:53:18, nan, 2016-03-21 19:54:43... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [2020-06-01 20:14:04, 2016-03-21 20:14:42, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [2012-01-19 11:36:10, nan, nan, 2011-07-06 08:... \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [2016-03-21 20:11:01, nan, nan, nan, 2021-01-2... \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, 2016-04-17 21:53:37, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [2011-07-18 06:04:17, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [2011-07-18 05:55:54, nan, 2016-04-17 21:54:19] \n", + "\n", + " roar_status_changed \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [2012-01-08 03:17:02, nan, nan, nan, nan, nan,... \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [2010-12-20 21:17:14, nan, 2015-08-08 14:53:04... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [2020-06-01 20:13:50, 2015-05-15 15:33:42, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [2010-01-06 13:45:45, nan, nan, 2010-01-06 13:... \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [2015-05-15 15:43:01, nan, nan, nan, 2020-10-1... \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, 2010-04-08 00:37:15, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [2010-10-13 20:49:16, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [2010-01-06 13:45:17, nan, 2010-01-06 13:44:34] \n", + "\n", + " roar_type \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [institutional, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [institutional, nan, institutional, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [institutional, researchdata, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [institutional, nan, nan, institutional] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [theses, nan, nan, nan, institutional] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, institutional, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [institutional, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [institutional, nan, other] \n", + "\n", + " roar_succeeds \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_commentary \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_metadata_visibility \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [show, nan, nan, nan, nan, nan, nan, show, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [show, nan, show, nan, nan, nan, nan, nan, nan... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [show, show, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [show, nan, nan, show] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [show, nan, nan, nan, show] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, show, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [show, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [show, nan, show] \n", + "\n", + " roar_latitude \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_longitude \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_relation_type \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_relation_uri \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_item_issues_id \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_item_issues_type \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_item_issues_description \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_item_issues_timestamp \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_item_issues_status \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_item_issues_reported_by \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + 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"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_item_issues_comment \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_item_issues_count \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [0, nan, nan, nan, nan, nan, nan, nan, nan, na... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [0, nan, nan, 0] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, 0, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [0, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [0, nan, 0] \n", + "\n", + " roar_sword_depositor \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_sword_slug \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_exemplar \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [FALSE, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_home_page \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [http://dspace.library.iitb.ac.in/jspui/, nan,... \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [http://digitool.fcla.edu/R/?LOCAL_BASE=GEN01-... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [https://acikerisim.giresun.edu.tr, http://res... \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [http://eprints.uniss.it/, nan, nan, http://in... \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [https://www.achs.edu/achs-theses-capstone-pro... \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, http://ir.uz.ac.zw:8080/jspui/, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [http://coleccionfff.unav.es/bvunav/, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [https://ritdml.rit.edu/, nan, http://www.hti.... \n", + "\n", + " roar_title \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [IIT Bombay Institutional Repository, nan, nan... \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [FSU Libraries Digital Library Center Institut... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [Giresun University Institutional Repository, ... \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [UnissResearch, nan, nan, University of Illino... \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [American College of Healthcare Sciences These... \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, Institutional Repository at University o... \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [Fotografía Sobre España en el Siglo XIX, nan,... \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [RIT Digital Media Library, nan, Humanities Te... \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 [http://digitool.fcla.edu/OAI-PUB, nan, http:/... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [https://acikerisim.giresun.edu.tr/oai, http:/... \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [http://eprints.uniss.it/cgi/oai2, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, https://xfel.tind.io/oai2d] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, http://ir.uz.ac.zw:8080/oai/request?verb... \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [http://coleccionfff.unav.es/bvunav/i18n/oai/o... \n", + 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IIT... \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [Florida State University, nan, Ukrainian Cath... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [Giresun University, Research Council of Zimba... \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [Università degli studi di Sassari, nan, nan, ... \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [American College of Healthcare Sciences, nan,... \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, University of Zimbabwe, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [Universidad de Navarra, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_organisation_home_page \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [http://www.iitb.ac.in, nan, nan, nan, nan, na... \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + 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"dedup::ff4d70de478038c72282b7e4af1d4260 [Portland, nan, nan, nan, Schenefeld] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [Rochester, NY, nan, Ann Arbor, MI] \n", + "\n", + " roar_location_latitude \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [19.133, nan, nan, nan, nan, nan, nan, 19.133,... \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [30.4421, nan, nan, nan, nan, nan, nan, nan, n... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [40.9147, -17.7768, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [40.5589, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, -17.8178, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [42.8181, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [43.1687, nan, 42.2753] \n", + "\n", + " roar_location_longitude \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [72.9166, nan, nan, nan, nan, nan, nan, 72.916... \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [-84.3034, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [38.323, 31.0493, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [8.3181, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, 31.0447, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [-1.6443, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [-77.6158, nan, -83.7308] \n", + "\n", + " roar_software \\\n", + "dedup_id 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RX, RZ, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_date \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [2011-12-15 09:01:35, nan, nan, nan, nan, nan,... \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [2009-12-07 22:55:06, nan, 2015-07-07 12:38:37... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [2020-05-29 18:13:17, 2015-03-23 14:02:08, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [2008-10-27 14:53:39, nan, nan, 2007-01-23 02:... \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [2015-04-20 20:30:10, nan, nan, nan, 2020-09-2... \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, 2005-10-11 15:59:19, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [2010-05-24 00:00:00, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [2004-11-17 15:51:25, nan, 2002-04-15 00:00:00] \n", + "\n", + " roar_note \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [DSpace@Giresun is a growing collection of Gir... \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_suggestions \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_activity_low \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [0, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [0, nan, nan, nan, nan, nan, nan, nan, nan, na... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [0, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, 0, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [0, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [0, nan, 0] \n", + "\n", + " roar_activity_medium \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [0, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [0, nan, nan, nan, nan, nan, nan, nan, nan, na... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [0, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, 0, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [0, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [0, nan, 0] \n", + "\n", + " roar_activity_high \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [0, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [0, nan, nan, nan, nan, nan, nan, nan, nan, na... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [0, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, 0, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [0, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [0, nan, 0] \n", + "\n", + " roar_recordcount \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [99, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [998, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [100, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, 251, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [100, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [100, nan, 137500] \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", + 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"... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, 12, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_fulltexts_rtotal \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, 12, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_fulltexts_rdocs \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, 12, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_registry_name \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [celestial, nan, nan, nan, nan, nan, nan, cele... \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [opendoar, celestial, opendoar, celestial, nan... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [roarmap, opendoar, celestial] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [opendoar, celestial, roarmap, opendoar] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, opendoar] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, opendoar, celestial] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [opendoar, celestial, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [opendoar, celestial, celestial] \n", + "\n", + " roar_registry_id \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [4790, nan, nan, nan, nan, nan, nan, 4789, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [1229, 2016, 3410, 5883, nan, nan, nan, nan, n... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [http://roarmap.eprints.org/1046/, 3319, 5821] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [1389, 1258, 240, 954] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, 9752] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, 1760, 2150] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [1912, 2287, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [648, 366, 273] \n", + "\n", + " roar_submit_to \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_submitted_to_name \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_submitted_to_done \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_webometrics_rank \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_webometrics_size \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_webometrics_visibility \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_webometrics_rich_files \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_webometrics_scholar \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", + "\n", + " roar_monthly_deposits \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,... \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0... \n", + "\n", + " roar_total_deposits \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [0, nan, nan, nan, nan, nan, nan, nan, nan, na... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, 0, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, 109578] \n", + "\n", + " roar_association \\\n", + "dedup_id \n", + "dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n", + "dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n", + "dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, russell_group, ivy_league, nan, nan... \n", + "dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n", + "dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n", + "... ... \n", + "dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n", + "dedup::ff4d70de478038c72282b7e4af1d4260 [russell_group, nan, nan, nan, nan] \n", + "dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n", + "dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n", + "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n", "\n", " source_set \n", "dedup_id \n", @@ -500,16 +6828,16 @@ "dedup::ffbd6cbb019a1413183c8d08f2929307 {OpenDOAR, roar} \n", "dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 {OpenDOAR, roar} \n", "\n", - "[2145 rows x 5 columns]" + "[2145 rows x 143 columns]" ] }, - "execution_count": 44, + "execution_count": 106, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dup = df_09.groupby('dedup_id').aggregate(list)\n", + "dup = dup.groupby('dedup_id').aggregate(list)\n", "dup['source_set'] = dup.source.map(set)\n", "dup" ] @@ -734,144 +7062,7 @@ }, { "cell_type": "code", - "execution_count": 33, - "metadata": {}, - "outputs": 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" 4167\n", - " 4612\n", - " 28\n", + " 0\n", + " 921\n", + " 517\n", " archive\n", - " 1380\n", + " 1\n", " NaN\n", " NaN\n", - " disk0/00/00/46/12\n", - " 2012-01-08 03:17:02\n", - " 2012-04-16 10:53:04\n", - " 2012-01-08 03:17:02\n", - " institutional\n", + " disk0/00/00/09/21\n", + " 2010-01-06 13:44:55\n", + " 2016-04-17 21:54:11\n", + " 2010-01-06 13:44:55\n", + " theses\n", " NaN\n", " NaN\n", " show\n", @@ -1001,577 +7192,265 @@ " NaN\n", " NaN\n", " NaN\n", - " NaN\n", - " NaN\n", - " NaN\n", - " NaN\n", - " http://dspace.library.iitb.ac.in/jspui/\n", - " IIT Bombay Institutional Repository\n", - " http://dspace.library.iitb.ac.in/oai/request\n", - " NaN\n", - " http://dspace.library.iitb.ac.in/xmlui/feed/at...\n", - " NaN\n", - " NaN\n", - " TRUE\n", - " TRUE\n", - " TRUE\n", - " IIT Bombay\n", - " http://www.iitb.ac.in\n", - " in\n", - " Mumbai\n", - " 19.133\n", - " 72.9166\n", - " dspace\n", - " geoname_2_IN\n", - " other\n", - " TA\n", - " 2011-12-15 09:01:35\n", - " NaN\n", - 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" 4789\n", + " 1106\n", " NaN\n", " NaN\n", " NaN\n", @@ -1598,8 +7477,8 @@ " NaN\n", " \n", " \n", - " 16437\n", - " 4649\n", + " 4\n", + " 606\n", " NaN\n", " NaN\n", " NaN\n", @@ -1648,7 +7527,318 @@ " NaN\n", " NaN\n", " NaN\n", - " TA\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", + " roarmap\n", + " 69\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", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " \n", + " \n", + " 17584\n", + " 2336\n", + " 320\n", + " archive\n", + " 8\n", + " NaN\n", + " NaN\n", + " disk0/00/00/23/36\n", + " 2010-01-18 02:32:49\n", + " 2011-07-06 08:23:34\n", + " 2010-01-18 02:32:49\n", + " institutional\n", + " NaN\n", + " NaN\n", + " show\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", + " 0\n", + " NaN\n", + " NaN\n", + " NaN\n", + " http://numerique.bibliotheque.toulouse.fr/cgi-...\n", + " Bibliothèque de Toulouse: Agatange\n", + " NaN\n", + " NaN\n", + " NaN\n", + " NaN\n", + " This site provides access to scores and relate...\n", + " FALSE\n", + " FALSE\n", + " FALSE\n", + " Bibliothèque de Toulouse\n", + " http://www.bibliothequedetoulouse.fr/index.jsp\n", + " fr\n", + " NaN\n", + " 43.6044\n", + " 1.443\n", + " NaN\n", + " NaN\n", + " other\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", + " opendoar\n", + " 1343\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", + " 17585\n", + " 2339\n", + " 281\n", + " archive\n", + " 8\n", + " NaN\n", + " NaN\n", + " disk0/00/00/23/39\n", + " 2010-01-18 02:27:57\n", + " 2011-07-06 08:23:35\n", + " 2010-01-18 02:27:56\n", + " subject\n", + " NaN\n", + " NaN\n", + " show\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", + " 0\n", + " NaN\n", + " NaN\n", + " NaN\n", + " http://capl.washjeff.edu/\n", + " Culturally Authentic Pictorial Lexicon\n", + " NaN\n", + " NaN\n", + " NaN\n", + " NaN\n", + " This site provides a visual glossary of foreig...\n", + " NaN\n", + " NaN\n", + " NaN\n", + " Washington & Jefferson College\n", + " http://www.washjeff.edu/\n", + " us\n", + " NaN\n", + " 40.1627\n", + " -80.2544\n", + " NaN\n", + " NaN\n", + " other\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", + " opendoar\n", + " 1704\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", + " 17586\n", + " 2343\n", + " 271\n", + " archive\n", + " 11061\n", + " NaN\n", + " NaN\n", + " disk0/00/00/23/43\n", + " 2010-01-18 02:26:59\n", + " 2018-10-07 12:27:49\n", + " 2018-10-07 12:27:49\n", + " theses\n", + " NaN\n", + " NaN\n", + " show\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", + " 0\n", + " NaN\n", + " NaN\n", + " NaN\n", + " https://www.utas.edu.au/library\n", + " Australasian Digital Theses Program - Universi...\n", + " NaN\n", + " NaN\n", + " NaN\n", + " NaN\n", + " Note: Australasian Digital Theses Program has ...\n", + " FALSE\n", + " FALSE\n", + " FALSE\n", + " University of Tasmania\n", + " https://www.utas.edu.au/\n", + " au\n", + " NaN\n", + " -42.9035\n", + " 147.326\n", + " NaN\n", + " NaN\n", + " other\n", " NaN\n", " NaN\n", " NaN\n", @@ -1663,6 +7853,163 @@ " NaN\n", " NaN\n", " NaN\n", + " 752\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", + " 17587\n", + " 2345\n", + " 411\n", + " archive\n", + " 8\n", + " NaN\n", + " NaN\n", + " disk0/00/00/23/45\n", + " 2010-01-18 02:24:01\n", + " 2011-07-06 08:23:36\n", + " 2010-01-18 02:24:01\n", + " other\n", + " NaN\n", + " NaN\n", + " show\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", + " 0\n", + " NaN\n", + " NaN\n", + " NaN\n", + " http://archives.lib.state.ma.us/\n", + " State Library of Massachusetts\n", + " NaN\n", + " NaN\n", + " NaN\n", + " NaN\n", + " This site provides access to the digitised adm...\n", + " FALSE\n", + " FALSE\n", + " FALSE\n", + " Commonwealth of Massachusetts\n", + " http://www.mass.gov/\n", + " us\n", + " NaN\n", + " 42.4001\n", + " -71.0319\n", + " dspace\n", + " NaN\n", + " other\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", + " opendoar\n", + " 1446\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", + " 17588\n", + " 2363\n", + " 298\n", + " archive\n", + " 58\n", + " NaN\n", + " NaN\n", + " disk0/00/00/23/63\n", + " 2010-01-23 09:21:31\n", + " 2011-07-06 08:23:37\n", + " 2010-01-23 09:21:31\n", + " other\n", + " NaN\n", + " NaN\n", + " show\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", + " 0\n", + " NaN\n", + " NaN\n", + " NaN\n", + " http://204.232.200.153:8080/jspui/\n", + " DSpace at Madan Puraskar Pustakalaya: Home\n", + " NaN\n", + " NaN\n", + " NaN\n", + " NaN\n", + " -To make MPP collection online for larger numb...\n", + " FALSE\n", + " FALSE\n", + " TRUE\n", + " Madan Puraskar Pustakalaya\n", + " http://madanpuraskar.org\n", + " NaN\n", + " NaN\n", + " NaN\n", + " NaN\n", + " dspace\n", + " NaN\n", + " other\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", + " opendoar\n", + " 1705\n", " NaN\n", " NaN\n", " NaN\n", @@ -1677,443 +8024,345 @@ " \n", " \n", "\n", + "

17589 rows × 75 columns

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