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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import ast\n",
"import csv\n",
"import json\n",
"\n",
"import numpy as np\n",
"import pandas as pd\n",
"\n",
"import matplotlib.pyplot as plt\n",
"from matplotlib_venn import venn2, venn2_circles\n",
"\n",
"import plotly\n",
"from plotly.offline import iplot, init_notebook_mode\n",
"import plotly.graph_objs as go\n",
"import plotly.express as px\n",
"\n",
"pd.set_option('display.max_columns', None)"
]
},
{
"cell_type": "code",
"execution_count": 108,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>dedup_id</th>\n",
" <th>duplicate_id</th>\n",
" <th>original_id</th>\n",
" <th>name</th>\n",
" <th>source</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>count</th>\n",
" <td>4513</td>\n",
" <td>4513</td>\n",
" <td>4513</td>\n",
" <td>4513</td>\n",
" <td>4513</td>\n",
" </tr>\n",
" <tr>\n",
" <th>unique</th>\n",
" <td>2145</td>\n",
" <td>4513</td>\n",
" <td>4261</td>\n",
" <td>3894</td>\n",
" <td>4</td>\n",
" </tr>\n",
" <tr>\n",
" <th>top</th>\n",
" <td>dedup::75e33da9b103b7b91dcd8da0abe1354b</td>\n",
" <td>https://fairsharing.org/bsg-d001520</td>\n",
" <td>3860</td>\n",
" <td>UPN JATIM REPOSITORY</td>\n",
" <td>roar</td>\n",
" </tr>\n",
" <tr>\n",
" <th>freq</th>\n",
" <td>5</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>4</td>\n",
" <td>1933</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" dedup_id \\\n",
"count 4513 \n",
"unique 2145 \n",
"top dedup::75e33da9b103b7b91dcd8da0abe1354b \n",
"freq 5 \n",
"\n",
" duplicate_id original_id name \\\n",
"count 4513 4513 4513 \n",
"unique 4513 4261 3894 \n",
"top https://fairsharing.org/bsg-d001520 3860 UPN JATIM REPOSITORY \n",
"freq 1 2 4 \n",
"\n",
" source \n",
"count 4513 \n",
"unique 4 \n",
"top roar \n",
"freq 1933 "
]
},
"execution_count": 108,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df_09 = pd.read_csv('../data/interim/ds_dedup09.csv', sep=';', quotechar='\"', header=None, names=['dedup_id', 'duplicate_id', 'original_id', 'name', 'source'])\n",
"df_09.describe()"
]
},
{
"cell_type": "code",
"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": [
"re3data_df = pd.read_csv('../data/raw/re3data.tsv', delimiter='\\t', \n",
" converters={'subject': ast.literal_eval,\n",
" 'keyword': ast.literal_eval,\n",
" 'additional_name': ast.literal_eval,\n",
" 'repository_id': ast.literal_eval,\n",
" 'type': ast.literal_eval,\n",
" '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": 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",
" '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": 113,
"metadata": {},
"outputs": [],
"source": [
"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": 114,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
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" vertical-align: top;\n",
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"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>dedup_id</th>\n",
" <th>duplicate_id</th>\n",
" <th>original_id</th>\n",
" <th>name</th>\n",
" <th>source</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>dedup::252773ebafcbbac75238b419d964068e</td>\n",
" <td>https://fairsharing.org/bsg-d001520</td>\n",
" <td>https://fairsharing.org/bsg-d001520</td>\n",
" <td>ACTRIS Data Centre</td>\n",
" <td>FAIRsharing</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>dedup::860320be12a1c050cd7731794e231bd3</td>\n",
" <td>opendoar____::2290a7385ed77cc5592dc2153229f082</td>\n",
" <td>1064</td>\n",
" <td>oxford university research archive</td>\n",
" <td>OpenDOAR</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>dedup::1aa7a8773e6a7fdacbcedf9999009a38</td>\n",
" <td>opendoar____::191f8f858acda435ae0daf994e2a72c2</td>\n",
" <td>8648</td>\n",
" <td>digital commons@georgia southern</td>\n",
" <td>OpenDOAR</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>dedup::4801441f041958afaca324c43c40787b</td>\n",
" <td>10453</td>\n",
" <td>10453</td>\n",
" <td>MCStor</td>\n",
" <td>roar</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>dedup::2841194266115ac1cc04d19630cde46b</td>\n",
" <td>re3data_____::3afbb2b45a3dd218a5a091ca773cf6c5</td>\n",
" <td>r3d100011189</td>\n",
" <td>PRISM: University of Calgary's Digital Repository</td>\n",
" <td>re3data</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" dedup_id \\\n",
"0 dedup::252773ebafcbbac75238b419d964068e \n",
"1 dedup::860320be12a1c050cd7731794e231bd3 \n",
"2 dedup::1aa7a8773e6a7fdacbcedf9999009a38 \n",
"3 dedup::4801441f041958afaca324c43c40787b \n",
"4 dedup::2841194266115ac1cc04d19630cde46b \n",
"\n",
" duplicate_id \\\n",
"0 https://fairsharing.org/bsg-d001520 \n",
"1 opendoar____::2290a7385ed77cc5592dc2153229f082 \n",
"2 opendoar____::191f8f858acda435ae0daf994e2a72c2 \n",
"3 10453 \n",
"4 re3data_____::3afbb2b45a3dd218a5a091ca773cf6c5 \n",
"\n",
" original_id \\\n",
"0 https://fairsharing.org/bsg-d001520 \n",
"1 1064 \n",
"2 8648 \n",
"3 10453 \n",
"4 r3d100011189 \n",
"\n",
" name source \n",
"0 ACTRIS Data Centre FAIRsharing \n",
"1 oxford university research archive OpenDOAR \n",
"2 digital commons@georgia southern OpenDOAR \n",
"3 MCStor roar \n",
"4 PRISM: University of Calgary's Digital Repository re3data "
]
},
"execution_count": 114,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df_09.head()"
]
},
{
"cell_type": "code",
"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": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
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"\n",
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"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>dedup_id</th>\n",
" <th>duplicate_id</th>\n",
" <th>original_id</th>\n",
" <th>name</th>\n",
" <th>source</th>\n",
" <th>fairsharing_full_name</th>\n",
" <th>fairsharing_short_name</th>\n",
" <th>fairsharing_fs_url</th>\n",
" <th>fairsharing_url</th>\n",
" <th>fairsharing_countries</th>\n",
" <th>fairsharing_subjects</th>\n",
" <th>re3data_openaire_id</th>\n",
" <th>re3data_re3data_id</th>\n",
" <th>re3data_repository_name</th>\n",
" <th>re3data_additional_name</th>\n",
" <th>re3data_repository_url</th>\n",
" <th>re3data_repository_id</th>\n",
" <th>re3data_description</th>\n",
" <th>re3data_type</th>\n",
" <th>re3data_size</th>\n",
" <th>re3data_update_date</th>\n",
" <th>re3data_start_date</th>\n",
" <th>re3data_end_date</th>\n",
" <th>re3data_subject</th>\n",
" <th>re3data_mission_statement</th>\n",
" <th>re3data_content_type</th>\n",
" <th>re3data_provider_type</th>\n",
" <th>re3data_keyword</th>\n",
" <th>re3data_institution</th>\n",
" <th>re3data_policy</th>\n",
" <th>re3data_database_access</th>\n",
" <th>re3data_database_license</th>\n",
" <th>re3data_data_access</th>\n",
" <th>re3data_data_license</th>\n",
" <th>re3data_data_upload</th>\n",
" <th>re3data_data_upload_license</th>\n",
" <th>re3data_software</th>\n",
" <th>re3data_versioning</th>\n",
" <th>re3data_api</th>\n",
" <th>re3data_pid_system</th>\n",
" <th>re3data_citation_guideline_url</th>\n",
" <th>re3data_aid_system</th>\n",
" <th>re3data_enhanced_publication</th>\n",
" <th>re3data_quality_management</th>\n",
" <th>re3data_certificate</th>\n",
" <th>re3data_metadata_standard</th>\n",
" <th>re3data_syndication</th>\n",
" <th>re3data_remarks</th>\n",
" <th>re3data_entry_date</th>\n",
" <th>re3data_last_update</th>\n",
" <th>opendoar_openaire_id</th>\n",
" <th>opendoar_opendoar_id</th>\n",
" <th>opendoar_repository_name</th>\n",
" <th>opendoar_additional_name</th>\n",
" <th>opendoar_repository_url</th>\n",
" <th>opendoar_description</th>\n",
" <th>opendoar_type</th>\n",
" <th>opendoar_update_date</th>\n",
" <th>opendoar_start_date</th>\n",
" <th>opendoar_subject</th>\n",
" <th>opendoar_content_type</th>\n",
" <th>opendoar_institution</th>\n",
" <th>opendoar_metadata_policy</th>\n",
" <th>opendoar_data_policy</th>\n",
" <th>opendoar_submission_policy</th>\n",
" <th>opendoar_content_policy</th>\n",
" <th>opendoar_software</th>\n",
" <th>opendoar_api</th>\n",
" <th>roar_eprintid</th>\n",
" <th>roar_rev_number</th>\n",
" <th>roar_eprint_status</th>\n",
" <th>roar_userid</th>\n",
" <th>roar_importid</th>\n",
" <th>roar_source</th>\n",
" <th>roar_dir</th>\n",
" <th>roar_datestamp</th>\n",
" <th>roar_lastmod</th>\n",
" <th>roar_status_changed</th>\n",
" <th>roar_type</th>\n",
" <th>roar_succeeds</th>\n",
" <th>roar_commentary</th>\n",
" <th>roar_metadata_visibility</th>\n",
" <th>roar_latitude</th>\n",
" <th>roar_longitude</th>\n",
" <th>roar_relation_type</th>\n",
" <th>roar_relation_uri</th>\n",
" <th>roar_item_issues_id</th>\n",
" <th>roar_item_issues_type</th>\n",
" <th>roar_item_issues_description</th>\n",
" <th>roar_item_issues_timestamp</th>\n",
" <th>roar_item_issues_status</th>\n",
" <th>roar_item_issues_reported_by</th>\n",
" <th>roar_item_issues_resolved_by</th>\n",
" <th>roar_item_issues_comment</th>\n",
" <th>roar_item_issues_count</th>\n",
" <th>roar_sword_depositor</th>\n",
" <th>roar_sword_slug</th>\n",
" <th>roar_exemplar</th>\n",
" <th>roar_home_page</th>\n",
" <th>roar_title</th>\n",
" <th>roar_oai_pmh</th>\n",
" <th>roar_sword_endpoint</th>\n",
" <th>roar_rss_feed</th>\n",
" <th>roar_twitter_feed</th>\n",
" <th>roar_description</th>\n",
" <th>roar_fulltext</th>\n",
" <th>roar_open_access</th>\n",
" <th>roar_mandate</th>\n",
" <th>roar_organisation_title</th>\n",
" <th>roar_organisation_home_page</th>\n",
" <th>roar_location_country</th>\n",
" <th>roar_location_city</th>\n",
" <th>roar_location_latitude</th>\n",
" <th>roar_location_longitude</th>\n",
" <th>roar_software</th>\n",
" <th>roar_geoname</th>\n",
" <th>roar_version</th>\n",
" <th>roar_subjects</th>\n",
" <th>roar_date</th>\n",
" <th>roar_note</th>\n",
" <th>roar_suggestions</th>\n",
" <th>roar_activity_low</th>\n",
" <th>roar_activity_medium</th>\n",
" <th>roar_activity_high</th>\n",
" <th>roar_recordcount</th>\n",
" <th>roar_recordhistory</th>\n",
" <th>roar_fulltexts_total</th>\n",
" <th>roar_fulltexts_docs</th>\n",
" <th>roar_fulltexts_rtotal</th>\n",
" <th>roar_fulltexts_rdocs</th>\n",
" <th>roar_registry_name</th>\n",
" <th>roar_registry_id</th>\n",
" <th>roar_submit_to</th>\n",
" <th>roar_submitted_to_name</th>\n",
" <th>roar_submitted_to_done</th>\n",
" <th>roar_webometrics_rank</th>\n",
" <th>roar_webometrics_size</th>\n",
" <th>roar_webometrics_visibility</th>\n",
" <th>roar_webometrics_rich_files</th>\n",
" <th>roar_webometrics_scholar</th>\n",
" <th>roar_monthly_deposits</th>\n",
" <th>roar_total_deposits</th>\n",
" <th>roar_association</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>dedup::252773ebafcbbac75238b419d964068e</td>\n",
" <td>https://fairsharing.org/bsg-d001520</td>\n",
" <td>https://fairsharing.org/bsg-d001520</td>\n",
" <td>ACTRIS Data Centre</td>\n",
" <td>FAIRsharing</td>\n",
" <td>ACTRIS Data Centre</td>\n",
" <td>ACTRIS DC</td>\n",
" <td>https://fairsharing.org/bsg-d001520</td>\n",
" <td>https://actris.nilu.no/</td>\n",
" <td>Finland,France,Italy</td>\n",
" <td>Atmospheric Science,Earth Science,Meteorology</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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],
"text/plain": [
" dedup_id \\\n",
"0 dedup::252773ebafcbbac75238b419d964068e \n",
"1 dedup::860320be12a1c050cd7731794e231bd3 \n",
"2 dedup::1aa7a8773e6a7fdacbcedf9999009a38 \n",
"3 dedup::4801441f041958afaca324c43c40787b \n",
"4 dedup::4801441f041958afaca324c43c40787b \n",
"... ... \n",
"10045 dedup::5ef0b4eba35ab2d6180b0bca7e46b6f9 \n",
"10046 dedup::d042be1b4b72c110d21287b3dad13867 \n",
"10047 dedup::d042be1b4b72c110d21287b3dad13867 \n",
"10048 dedup::c315f0320b7cd4ec85756fac52d78076 \n",
"10049 dedup::c315f0320b7cd4ec85756fac52d78076 \n",
"\n",
" duplicate_id \\\n",
"0 https://fairsharing.org/bsg-d001520 \n",
"1 opendoar____::2290a7385ed77cc5592dc2153229f082 \n",
"2 opendoar____::191f8f858acda435ae0daf994e2a72c2 \n",
"3 10453 \n",
"4 10453 \n",
"... ... \n",
"10045 475 \n",
"10046 7749 \n",
"10047 7749 \n",
"10048 4999 \n",
"10049 4999 \n",
"\n",
" original_id \\\n",
"0 https://fairsharing.org/bsg-d001520 \n",
"1 1064 \n",
"2 8648 \n",
"3 10453 \n",
"4 10453 \n",
"... ... \n",
"10045 475 \n",
"10046 7749 \n",
"10047 7749 \n",
"10048 4999 \n",
"10049 4999 \n",
"\n",
" name source \\\n",
"0 ACTRIS Data Centre FAIRsharing \n",
"1 oxford university research archive OpenDOAR \n",
"2 digital commons@georgia southern OpenDOAR \n",
"3 MCStor roar \n",
"4 MCStor roar \n",
"... ... ... \n",
"10045 Ecological Restoration Institute - Northern Ar... roar \n",
"10046 REAL-EOD roar \n",
"10047 REAL-EOD roar \n",
"10048 Biblioteca Virtual del la Universidad Tecnológ... roar \n",
"10049 Biblioteca Virtual del la Universidad Tecnológ... roar \n",
"\n",
" fairsharing_full_name fairsharing_short_name \\\n",
"0 ACTRIS Data Centre ACTRIS DC \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",
" fairsharing_fs_url fairsharing_url \\\n",
"0 https://fairsharing.org/bsg-d001520 https://actris.nilu.no/ \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",
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"10048 NaN NaN \n",
"10049 NaN NaN \n",
"\n",
" fairsharing_countries fairsharing_subjects \\\n",
"0 Finland,France,Italy Atmospheric Science,Earth Science,Meteorology \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"... ... ... \n",
"10045 NaN NaN \n",
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"10047 NaN NaN \n",
"10048 NaN NaN \n",
"10049 NaN NaN \n",
"\n",
" re3data_openaire_id re3data_re3data_id re3data_repository_name \\\n",
"0 NaN NaN NaN \n",
"1 NaN NaN NaN \n",
"2 NaN NaN NaN \n",
"3 NaN NaN NaN \n",
"4 NaN NaN NaN \n",
"... ... ... ... \n",
"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",
" re3data_additional_name re3data_repository_url re3data_repository_id \\\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",
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"10047 NaN NaN NaN \n",
"10048 NaN NaN NaN \n",
"10049 NaN NaN NaN \n",
"\n",
" re3data_description re3data_type re3data_size re3data_update_date \\\n",
"0 NaN NaN NaN NaN \n",
"1 NaN NaN NaN NaN \n",
"2 NaN NaN NaN NaN \n",
"3 NaN NaN NaN NaN \n",
"4 NaN NaN NaN NaN \n",
"... ... ... ... ... \n",
"10045 NaN NaN NaN NaN \n",
"10046 NaN NaN NaN NaN \n",
"10047 NaN NaN NaN NaN \n",
"10048 NaN NaN NaN NaN \n",
"10049 NaN NaN NaN NaN \n",
"\n",
" re3data_start_date re3data_end_date re3data_subject \\\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",
" re3data_mission_statement re3data_content_type re3data_provider_type \\\n",
"0 NaN NaN NaN \n",
"1 NaN NaN NaN \n",
"2 NaN NaN NaN \n",
"3 NaN NaN NaN \n",
"4 NaN NaN NaN \n",
"... ... ... ... \n",
"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",
" re3data_keyword re3data_institution re3data_policy \\\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",
" re3data_database_access re3data_database_license re3data_data_access \\\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",
" re3data_data_license re3data_data_upload re3data_data_upload_license \\\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",
" re3data_software re3data_versioning re3data_api re3data_pid_system \\\n",
"0 NaN NaN NaN NaN \n",
"1 NaN NaN NaN NaN \n",
"2 NaN NaN NaN NaN \n",
"3 NaN NaN NaN NaN \n",
"4 NaN NaN NaN NaN \n",
"... ... ... ... ... \n",
"10045 NaN NaN NaN NaN \n",
"10046 NaN NaN NaN NaN \n",
"10047 NaN NaN NaN NaN \n",
"10048 NaN NaN NaN NaN \n",
"10049 NaN NaN NaN NaN \n",
"\n",
" re3data_citation_guideline_url re3data_aid_system \\\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",
" re3data_enhanced_publication re3data_quality_management \\\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",
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"10047 NaN NaN \n",
"10048 NaN NaN \n",
"10049 NaN NaN \n",
"\n",
" re3data_certificate re3data_metadata_standard re3data_syndication \\\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",
" re3data_remarks re3data_entry_date re3data_last_update \\\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",
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"10047 NaN NaN NaN \n",
"10048 NaN NaN NaN \n",
"10049 NaN NaN NaN \n",
"\n",
" opendoar_openaire_id opendoar_opendoar_id \\\n",
"0 NaN NaN \n",
"1 opendoar____::2290a7385ed77cc5592dc2153229f082 1064 \n",
"2 opendoar____::191f8f858acda435ae0daf994e2a72c2 8648 \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"... ... ... \n",
"10045 opendoar____::5ef0b4eba35ab2d6180b0bca7e46b6f9 475 \n",
"10046 opendoar____::d042be1b4b72c110d21287b3dad13867 7749 \n",
"10047 opendoar____::d042be1b4b72c110d21287b3dad13867 7749 \n",
"10048 NaN NaN \n",
"10049 NaN NaN \n",
"\n",
" opendoar_repository_name opendoar_additional_name \\\n",
"0 NaN NaN \n",
"1 oxford university research archive [ora] \n",
"2 digital commons@georgia southern [] \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"... ... ... \n",
"10045 gbb rijksuniversiteit groningen [] \n",
"10046 lund university publications [] \n",
"10047 lund university publications [] \n",
"10048 NaN NaN \n",
"10049 NaN NaN \n",
"\n",
" opendoar_repository_url \\\n",
"0 NaN \n",
"1 http://ora.ox.ac.uk \n",
"2 https://digitalcommons.georgiasouthern.edu \n",
"3 NaN \n",
"4 NaN \n",
"... ... \n",
"10045 http://gbb.eldoc.ub.rug.nl/ \n",
"10046 https://lup.lub.lu.se \n",
"10047 https://lup.lub.lu.se \n",
"10048 NaN \n",
"10049 NaN \n",
"\n",
" opendoar_description opendoar_type \\\n",
"0 NaN NaN \n",
"1 this site provides access to the collected res... institutional \n",
"2 this site provides access to the research outp... institutional \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"... ... ... \n",
"10045 this is a subject based institutional reposito... institutional \n",
"10046 this site provides access to the research outp... institutional \n",
"10047 this site provides access to the research outp... institutional \n",
"10048 NaN NaN \n",
"10049 NaN NaN \n",
"\n",
" opendoar_update_date opendoar_start_date \\\n",
"0 NaN NaN \n",
"1 2021-02-18 17:41:30 2007-10-10 16:16:02 \n",
"2 2021-02-18 18:13:34 2019-09-28 04:24:47 \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"... ... ... \n",
"10045 2021-05-21 18:05:07 2006-08-07 14:14:56 \n",
"10046 2019-11-13 15:26:17 2019-09-28 03:27:20 \n",
"10047 2019-11-13 15:26:17 2019-09-28 03:27:20 \n",
"10048 NaN NaN \n",
"10049 NaN NaN \n",
"\n",
" opendoar_subject \\\n",
"0 NaN \n",
"1 [multidisciplinary] \n",
"2 [multidisciplinary] \n",
"3 NaN \n",
"4 NaN \n",
"... ... \n",
"10045 [chemistry and chemical technology, biology an... \n",
"10046 [multidisciplinary] \n",
"10047 [multidisciplinary] \n",
"10048 NaN \n",
"10049 NaN \n",
"\n",
" opendoar_content_type \\\n",
"0 NaN \n",
"1 [journal_articles, conference_and_workshop_pap... \n",
"2 [journal_articles, conference_and_workshop_pap... \n",
"3 NaN \n",
"4 NaN \n",
"... ... \n",
"10045 [journal_articles] \n",
"10046 [bibliographic_references, theses_and_disserta... \n",
"10047 [bibliographic_references, theses_and_disserta... \n",
"10048 NaN \n",
"10049 NaN \n",
"\n",
" opendoar_institution \\\n",
"0 NaN \n",
"1 [[university of oxford, [], gb, [], , http://w... \n",
"2 [[georgia southern university, [], us, [], , h... \n",
"3 NaN \n",
"4 NaN \n",
"... ... \n",
"10045 [[rijksuniversiteit groningen, [rug], nl, [], ... \n",
"10046 [[lund university, [], se, [], , https://www.l... \n",
"10047 [[lund university, [], se, [], , https://www.l... \n",
"10048 NaN \n",
"10049 NaN \n",
"\n",
" opendoar_metadata_policy opendoar_data_policy \\\n",
"0 NaN NaN \n",
"1 True True \n",
"2 False False \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"... ... ... \n",
"10045 True True \n",
"10046 False False \n",
"10047 False False \n",
"10048 NaN NaN \n",
"10049 NaN NaN \n",
"\n",
" opendoar_submission_policy opendoar_content_policy opendoar_software \\\n",
"0 NaN NaN NaN \n",
"1 True True fedora 4.6.2 \n",
"2 False False digital_commons \n",
"3 NaN NaN NaN \n",
"4 NaN NaN NaN \n",
"... ... ... ... \n",
"10045 True True wildfire \n",
"10046 False False \n",
"10047 False False \n",
"10048 NaN NaN NaN \n",
"10049 NaN NaN NaN \n",
"\n",
" opendoar_api roar_eprintid roar_rev_number roar_eprint_status \\\n",
"0 NaN NaN NaN NaN \n",
"1 true 1064 629 archive \n",
"2 true NaN NaN NaN \n",
"3 NaN 10453 11 archive \n",
"4 NaN 10453 NaN NaN \n",
"... ... ... ... ... \n",
"10045 true 475 161 archive \n",
"10046 true 7749 18 archive \n",
"10047 true 7749 NaN NaN \n",
"10048 NaN 4999 8 archive \n",
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"\n",
" roar_userid roar_importid roar_source roar_dir \\\n",
"0 NaN NaN NaN NaN \n",
"1 1 NaN NaN disk0/00/00/10/64 \n",
"2 NaN NaN NaN NaN \n",
"3 7597 NaN NaN disk0/00/01/04/53 \n",
"4 NaN NaN NaN NaN \n",
"... ... ... ... ... \n",
"10045 1 NaN NaN disk0/00/00/04/75 \n",
"10046 2159 NaN NaN disk0/00/00/77/49 \n",
"10047 NaN NaN NaN NaN \n",
"10048 8 NaN NaN disk0/00/00/49/99 \n",
"10049 NaN NaN NaN NaN \n",
"\n",
" roar_datestamp roar_lastmod roar_status_changed \\\n",
"0 NaN NaN NaN \n",
"1 2010-01-06 13:45:09 2016-04-17 21:54:02 2010-01-06 13:45:09 \n",
"2 NaN NaN NaN \n",
"3 2015-11-16 13:46:05 2016-05-29 15:12:18 2015-11-16 13:46:05 \n",
"4 NaN NaN NaN \n",
"... ... ... ... \n",
"10045 2010-01-06 13:44:22 2011-07-18 05:46:21 2010-01-06 13:44:22 \n",
"10046 2014-01-14 11:48:59 2014-05-08 13:27:46 2014-01-14 11:48:59 \n",
"10047 NaN NaN NaN \n",
"10048 2012-04-16 13:42:45 2012-04-21 01:36:30 2012-04-16 13:42:45 \n",
"10049 NaN NaN NaN \n",
"\n",
" roar_type roar_succeeds roar_commentary roar_metadata_visibility \\\n",
"0 NaN NaN NaN NaN \n",
"1 subject NaN NaN show \n",
"2 NaN NaN NaN NaN \n",
"3 institutional NaN NaN show \n",
"4 NaN NaN NaN NaN \n",
"... ... ... ... ... \n",
"10045 institutional NaN NaN show \n",
"10046 other NaN NaN show \n",
"10047 NaN NaN NaN NaN \n",
"10048 institutional NaN NaN show \n",
"10049 NaN NaN NaN NaN \n",
"\n",
" roar_latitude roar_longitude roar_relation_type roar_relation_uri \\\n",
"0 NaN NaN NaN NaN \n",
"1 NaN NaN NaN NaN \n",
"2 NaN NaN NaN NaN \n",
"3 NaN NaN NaN NaN \n",
"4 NaN NaN NaN NaN \n",
"... ... ... ... ... \n",
"10045 NaN NaN NaN NaN \n",
"10046 NaN NaN NaN NaN \n",
"10047 NaN NaN NaN NaN \n",
"10048 NaN NaN NaN NaN \n",
"10049 NaN NaN NaN NaN \n",
"\n",
" roar_item_issues_id roar_item_issues_type roar_item_issues_description \\\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_item_issues_timestamp roar_item_issues_status \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"... ... ... \n",
"10045 NaN NaN \n",
"10046 NaN NaN \n",
"10047 NaN NaN \n",
"10048 NaN NaN \n",
"10049 NaN NaN \n",
"\n",
" roar_item_issues_reported_by roar_item_issues_resolved_by \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"... ... ... \n",
"10045 NaN NaN \n",
"10046 NaN NaN \n",
"10047 NaN NaN \n",
"10048 NaN NaN \n",
"10049 NaN NaN \n",
"\n",
" roar_item_issues_comment roar_item_issues_count roar_sword_depositor \\\n",
"0 NaN NaN NaN \n",
"1 NaN 0 NaN \n",
"2 NaN NaN NaN \n",
"3 NaN NaN NaN \n",
"4 NaN NaN NaN \n",
"... ... ... ... \n",
"10045 NaN 0 NaN \n",
"10046 NaN NaN NaN \n",
"10047 NaN NaN NaN \n",
"10048 NaN NaN NaN \n",
"10049 NaN NaN NaN \n",
"\n",
" roar_sword_slug roar_exemplar \\\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_home_page \\\n",
"0 NaN \n",
"1 http://www.repec.org/ \n",
"2 NaN \n",
"3 https://mcstor.library.milligan.edu/ \n",
"4 NaN \n",
"... ... \n",
"10045 https://library.eri.nau.edu:8443/index.jsp \n",
"10046 http://real-eod.mtak.hu/ \n",
"10047 NaN \n",
"10048 http://biblioteca.utec.edu.sv/siabsb7/siab/opac3 \n",
"10049 NaN \n",
"\n",
" roar_title \\\n",
"0 NaN \n",
"1 RePEc: Research Papers in Economics \n",
"2 NaN \n",
"3 MCStor \n",
"4 NaN \n",
"... ... \n",
"10045 Ecological Restoration Institute - Northern Ar... \n",
"10046 REAL-EOD \n",
"10047 NaN \n",
"10048 Biblioteca Virtual del la Universidad Tecnológ... \n",
"10049 NaN \n",
"\n",
" roar_oai_pmh roar_sword_endpoint \\\n",
"0 NaN NaN \n",
"1 http://oai.repec.openlib.org/ NaN \n",
"2 NaN NaN \n",
"3 https://mcstor.library.milligan.edu/oai NaN \n",
"4 NaN NaN \n",
"... ... ... \n",
"10045 https://library.eri.nau.edu:8443/oai/ NaN \n",
"10046 http://real-eod.mtak.hu/cgi/oai2 NaN \n",
"10047 NaN NaN \n",
"10048 http://biblioteca.utec.edu.sv NaN \n",
"10049 NaN NaN \n",
"\n",
" roar_rss_feed roar_twitter_feed \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 http://mcstor.library.milligan.edu/feed/rss_2.... 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": [
"<ipython-input-106-ced7bb8e845b>: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"
]
},
{
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" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>dedup::000871c1fc726f0b52dc86a4eeb027de</th>\n",
" <td>[4612, 4612, 4612, 4612, 4612, 4612, 4612, 464...</td>\n",
" <td>[4612, 4612, 4612, 4612, 4612, 4612, 4612, 464...</td>\n",
" <td>[IIT Bombay Institutional Repository, IIT Bomb...</td>\n",
" <td>[roar, roar, roar, roar, roar, roar, roar, roa...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[opendoar____::000871c1fc726f0b52dc86a4eeb027d...</td>\n",
" <td>[4612, 4612, 4612, 4612, 4612, 4612, 4612, 464...</td>\n",
" <td>[vrije universiteit amsterdam (vu amsterdam) -...</td>\n",
" <td>[[], [], [], [], [], [], [], [], []]</td>\n",
" <td>[https://research.vu.nl/, https://research.vu....</td>\n",
" <td>[this institutional repository is part of the ...</td>\n",
" <td>[institutional, institutional, institutional, ...</td>\n",
" <td>[2021-04-15 07:54:59, 2021-04-15 07:54:59, 202...</td>\n",
" <td>[2019-06-28 10:05:44, 2019-06-28 10:05:44, 201...</td>\n",
" <td>[[multidisciplinary], [multidisciplinary], [mu...</td>\n",
" <td>[[journal_articles, conference_and_workshop_pa...</td>\n",
" <td>[[[vrije universiteit amsterdam, ['vu amsterda...</td>\n",
" <td>[True, True, True, True, True, True, True, Fal...</td>\n",
" <td>[True, True, True, True, True, True, True, Fal...</td>\n",
" <td>[True, True, True, True, True, True, True, Fal...</td>\n",
" <td>[True, True, True, True, True, True, True, Fal...</td>\n",
" <td>[pure , pure , pure , pure , pure , pure , pur...</td>\n",
" <td>[true , true , true , true , true , true , tru...</td>\n",
" <td>[4612, 4612, 4612, 4612, 4612, 4612, 4612, 464...</td>\n",
" <td>[28, nan, nan, nan, nan, nan, nan, 8, nan]</td>\n",
" <td>[archive, nan, nan, nan, nan, nan, nan, archiv...</td>\n",
" <td>[1380, nan, nan, nan, nan, nan, nan, 1380, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[disk0/00/00/46/12, nan, nan, nan, nan, nan, n...</td>\n",
" <td>[2012-01-08 03:17:02, nan, nan, nan, nan, nan,...</td>\n",
" <td>[2012-04-16 10:53:04, nan, nan, nan, nan, nan,...</td>\n",
" <td>[2012-01-08 03:17:02, nan, nan, nan, nan, nan,...</td>\n",
" <td>[institutional, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[show, nan, nan, nan, nan, nan, nan, show, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[http://dspace.library.iitb.ac.in/jspui/, nan,...</td>\n",
" <td>[IIT Bombay Institutional Repository, nan, nan...</td>\n",
" <td>[http://dspace.library.iitb.ac.in/oai/request,...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[http://dspace.library.iitb.ac.in/xmlui/feed/a...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[TRUE, nan, nan, nan, nan, nan, nan, TRUE, nan]</td>\n",
" <td>[TRUE, nan, nan, nan, nan, nan, nan, TRUE, nan]</td>\n",
" <td>[TRUE, nan, nan, nan, nan, nan, nan, FALSE, nan]</td>\n",
" <td>[IIT Bombay, nan, nan, nan, nan, nan, nan, IIT...</td>\n",
" <td>[http://www.iitb.ac.in, nan, nan, nan, nan, na...</td>\n",
" <td>[in, nan, nan, nan, nan, nan, nan, in, nan]</td>\n",
" <td>[Mumbai, nan, nan, nan, nan, nan, nan, Mumbai,...</td>\n",
" <td>[19.133, nan, nan, nan, nan, nan, nan, 19.133,...</td>\n",
" <td>[72.9166, nan, nan, nan, nan, nan, nan, 72.916...</td>\n",
" <td>[dspace, nan, nan, nan, nan, nan, nan, dspace,...</td>\n",
" <td>[geoname_2_IN, nan, nan, nan, nan, nan, nan, g...</td>\n",
" <td>[other, nan, nan, nan, nan, nan, nan, other, nan]</td>\n",
" <td>[TA, TD, TH, TJ, TK, TN, TP, T1, TA]</td>\n",
" <td>[2011-12-15 09:01:35, nan, nan, nan, nan, nan,...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[0, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[0, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[0, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[99, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,95,...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[celestial, nan, nan, nan, nan, nan, nan, cele...</td>\n",
" <td>[4790, nan, nan, nan, nan, nan, nan, 4789, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan]</td>\n",
" <td>{roar}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::001e6d882e54c780ce269d3c46997287</th>\n",
" <td>[re3data_____::4af9fe2bb93511a5e0f0c39e94d6557...</td>\n",
" <td>[r3d100011306, https://fairsharing.org/10.2550...</td>\n",
" <td>[RESID Database of Protein Modifications, RESI...</td>\n",
" <td>[re3data, FAIRsharing]</td>\n",
" <td>[nan, RESID Database of Protein Modifications]</td>\n",
" <td>[nan, RESID]</td>\n",
" <td>[nan, https://fairsharing.org/10.25504/FAIRsha...</td>\n",
" <td>[nan, http://pir.georgetown.edu/resid/]</td>\n",
" <td>[nan, European Union,Switzerland,United Kingdom]</td>\n",
" <td>[nan, Life Science]</td>\n",
" <td>[re3data_____::4af9fe2bb93511a5e0f0c39e94d6557...</td>\n",
" <td>[r3d100011306, nan]</td>\n",
" <td>[RESID Database of Protein Modifications, nan]</td>\n",
" <td>[[], nan]</td>\n",
" <td>[https://pir.georgetown.edu/resid/resid.shtml,...</td>\n",
" <td>[[FAIRsharing_doi:10.25504/FAIRsharing.qaszjp,...</td>\n",
" <td>[The RESID Database of Protein Modifications i...</td>\n",
" <td>[[disciplinary], nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[2014, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[[2 Life Sciences, 201 Basic Biological and Me...</td>\n",
" <td>[false , nan]</td>\n",
" <td>[[Images, Structured text], nan]</td>\n",
" <td>[[dataProvider], nan]</td>\n",
" <td>[[genomes, life sciences, proteins, proteomes,...</td>\n",
" <td>[[[Georgetown University, Medical Center, ['GU...</td>\n",
" <td>[true , nan]</td>\n",
" <td>[ true , nan]</td>\n",
" <td>[false , nan]</td>\n",
" <td>[true , nan]</td>\n",
" <td>[true , nan]</td>\n",
" <td>[true , nan]</td>\n",
" <td>[false , nan]</td>\n",
" <td>[true , nan]</td>\n",
" <td>[yes, nan]</td>\n",
" <td>[true , nan]</td>\n",
" <td>[true , nan]</td>\n",
" <td>[true , nan]</td>\n",
" <td>[true , nan]</td>\n",
" <td>[yes, nan]</td>\n",
" <td>[unknown, nan]</td>\n",
" <td>[false , nan]</td>\n",
" <td>[false , nan]</td>\n",
" <td>[false , nan]</td>\n",
" <td>[RESID is covered by Thomson Reuters Data Cita...</td>\n",
" <td>[2014-12-05, nan]</td>\n",
" <td>[2019-01-17, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>{re3data, FAIRsharing}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::0023a1e3447fdb31836536cc903f1310</th>\n",
" <td>[opendoar____::c6f798b844366ccd65d99bc7f31e0e0...</td>\n",
" <td>[3410, 3410, 10013, 10013, 10013, 10013, 10013...</td>\n",
" <td>[erucu: electronic repository of the ukrainian...</td>\n",
" <td>[OpenDOAR, OpenDOAR, roar, roar, roar, roar, r...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[opendoar____::c6f798b844366ccd65d99bc7f31e0e0...</td>\n",
" <td>[3410, 3410, 10013, 10013, 10013, 10013, 10013...</td>\n",
" <td>[erucu: electronic repository of the ukrainian...</td>\n",
" <td>[[], [], [], [], [], [], [], [], [], [], [], [...</td>\n",
" <td>[http://er.ucu.edu.ua/, http://er.ucu.edu.ua/,...</td>\n",
" <td>[ukrainian catholic university’s institutional...</td>\n",
" <td>[institutional, institutional, institutional, ...</td>\n",
" <td>[2019-10-17 14:34:57, 2019-10-17 14:34:57, 202...</td>\n",
" <td>[2015-07-08 12:43:38, 2015-07-08 12:43:38, 202...</td>\n",
" <td>[[multidisciplinary], [multidisciplinary], [ag...</td>\n",
" <td>[[journal_articles, conference_and_workshop_pa...</td>\n",
" <td>[[[ukrainian catholic university, ['ucu'], ua,...</td>\n",
" <td>[False, False, False, False, False, False, Fal...</td>\n",
" <td>[False, False, False, False, False, False, Fal...</td>\n",
" <td>[False, False, False, False, False, False, Fal...</td>\n",
" <td>[False, False, False, False, False, False, Fal...</td>\n",
" <td>[dspace , dspace , dspace 6.3, dspace 6.3, dsp...</td>\n",
" <td>[false , false , true , true , true , true , t...</td>\n",
" <td>[3410, 3410, 10013, 10013, 10013, 10013, 10013...</td>\n",
" <td>[82, nan, 31, nan, nan, nan, nan, nan, nan, na...</td>\n",
" <td>[archive, nan, archive, nan, nan, nan, nan, na...</td>\n",
" <td>[8, nan, 7104, nan, nan, nan, nan, nan, nan, n...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[disk0/00/00/34/10, nan, disk0/00/01/00/13, na...</td>\n",
" <td>[2010-12-20 21:17:14, nan, 2015-08-08 14:53:04...</td>\n",
" <td>[2016-04-17 21:53:18, nan, 2016-03-21 19:54:43...</td>\n",
" <td>[2010-12-20 21:17:14, nan, 2015-08-08 14:53:04...</td>\n",
" <td>[institutional, nan, institutional, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[show, nan, show, nan, nan, nan, nan, nan, nan...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[0, nan, nan, nan, nan, nan, nan, nan, nan, na...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[http://digitool.fcla.edu/R/?LOCAL_BASE=GEN01-...</td>\n",
" <td>[FSU Libraries Digital Library Center Institut...</td>\n",
" <td>[http://digitool.fcla.edu/OAI-PUB, nan, http:/...</td>\n",
" <td>[nan, nan, http://er.ucu.edu.ua/sword/, nan, n...</td>\n",
" <td>[nan, nan, http://er.ucu.edu.ua/feed/rss_2.0/s...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[This site provides access to the collections ...</td>\n",
" <td>[nan, nan, TRUE, nan, nan, nan, nan, nan, nan,...</td>\n",
" <td>[nan, nan, TRUE, nan, nan, nan, nan, nan, nan,...</td>\n",
" <td>[nan, nan, TRUE, nan, nan, nan, nan, nan, nan,...</td>\n",
" <td>[Florida State University, nan, Ukrainian Cath...</td>\n",
" <td>[http://www.fsu.edu/, nan, http://ucu.edu.ua/e...</td>\n",
" <td>[us, nan, ua, nan, nan, nan, nan, nan, nan, na...</td>\n",
" <td>[nan, nan, Lviv, nan, nan, nan, nan, nan, nan,...</td>\n",
" <td>[30.4421, nan, nan, nan, nan, nan, nan, nan, n...</td>\n",
" <td>[-84.3034, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, dspace, nan, nan, nan, nan, nan, na...</td>\n",
" <td>[nan, nan, geoname_2_UA, nan, nan, nan, nan, n...</td>\n",
" <td>[other, nan, other, nan, nan, nan, nan, nan, n...</td>\n",
" <td>[nan, nan, AC, B1, BF, BL, BR, BS, D1, D204, D...</td>\n",
" <td>[2009-12-07 22:55:06, nan, 2015-07-07 12:38:37...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[0, nan, nan, nan, nan, nan, nan, nan, nan, na...</td>\n",
" <td>[0, nan, nan, nan, nan, nan, nan, nan, nan, na...</td>\n",
" <td>[0, nan, nan, nan, nan, nan, nan, nan, nan, na...</td>\n",
" <td>[998, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,57,96...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[opendoar, celestial, opendoar, celestial, nan...</td>\n",
" <td>[1229, 2016, 3410, 5883, nan, nan, nan, nan, n...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[nan, nan, nan, nan, nan, nan, nan, nan, nan, ...</td>\n",
" <td>[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0...</td>\n",
" <td>[0, nan, nan, nan, nan, nan, nan, nan, nan, na...</td>\n",
" <td>[nan, nan, russell_group, ivy_league, nan, nan...</td>\n",
" <td>{OpenDOAR, roar}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::003ab6b40af9b488decea7c582d150a2</th>\n",
" <td>[https://fairsharing.org/10.25504/FAIRsharing....</td>\n",
" <td>[https://fairsharing.org/10.25504/FAIRsharing....</td>\n",
" <td>[Synapse, Synapse]</td>\n",
" <td>[FAIRsharing, re3data]</td>\n",
" <td>[Synapse, nan]</td>\n",
" <td>[Synapse, nan]</td>\n",
" <td>[https://fairsharing.org/10.25504/FAIRsharing....</td>\n",
" <td>[https://www.synapse.org/, nan]</td>\n",
" <td>[United States, nan]</td>\n",
" <td>[Biomedical Science,Data Integration,Data Mana...</td>\n",
" <td>[nan, re3data_____::cafc5d99b7c187e24b40d958a1...</td>\n",
" <td>[nan, r3d100011894]</td>\n",
" <td>[nan, Synapse]</td>\n",
" <td>[nan, []]</td>\n",
" <td>[nan, https://www.synapse.org]</td>\n",
" <td>[nan, [RRID:SCR_006307, RRID:nlx_151983]]</td>\n",
" <td>[nan, Synapse is an open source software platf...</td>\n",
" <td>[nan, [other]]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, 2012-05-22]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, [2 Life Sciences, 201 Basic Biological a...</td>\n",
" <td>[nan, true ]</td>\n",
" <td>[nan, [Raw data, Scientific and statistical da...</td>\n",
" <td>[nan, [dataProvider, serviceProvider]]</td>\n",
" <td>[nan, [AMP-AD Knowledge Portal, DREAM Challeng...</td>\n",
" <td>[nan, [[Alfred P. Sloan Foundation, [], USA, [...</td>\n",
" <td>[nan, true ]</td>\n",
" <td>[nan, true ]</td>\n",
" <td>[nan, false ]</td>\n",
" <td>[nan, true ]</td>\n",
" <td>[nan, true ]</td>\n",
" <td>[nan, true ]</td>\n",
" <td>[nan, false ]</td>\n",
" <td>[nan, true ]</td>\n",
" <td>[nan, yes]</td>\n",
" <td>[nan, true ]</td>\n",
" <td>[nan, true ]</td>\n",
" <td>[nan, true ]</td>\n",
" <td>[nan, true ]</td>\n",
" <td>[nan, yes]</td>\n",
" <td>[nan, yes]</td>\n",
" <td>[nan, false ]</td>\n",
" <td>[nan, false ]</td>\n",
" <td>[nan, false ]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, 2015-12-03]</td>\n",
" <td>[nan, 2021-05-17]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>{re3data, FAIRsharing}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::0064f599ed0adb5870a5b3ffe438e485</th>\n",
" <td>[16034, opendoar____::d1f157379ea7e51d4a8c07af...</td>\n",
" <td>[16034, 9647, 9647]</td>\n",
" <td>[Giresun University Institutional Repository, ...</td>\n",
" <td>[roar, OpenDOAR, OpenDOAR]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, opendoar____::d1f157379ea7e51d4a8c07aff1...</td>\n",
" <td>[nan, 9647, 9647]</td>\n",
" <td>[nan, giresun university institutional reposit...</td>\n",
" <td>[nan, [giresun üniversitesi akademik arşiv sis...</td>\n",
" <td>[nan, http://acikerisim.giresun.edu.tr, http:/...</td>\n",
" <td>[nan, this site provides access to the researc...</td>\n",
" <td>[nan, institutional, institutional]</td>\n",
" <td>[nan, 2021-05-21 18:05:06, 2021-05-21 18:05:06]</td>\n",
" <td>[nan, 2020-06-02 09:14:18, 2020-06-02 09:14:18]</td>\n",
" <td>[nan, [multidisciplinary], [multidisciplinary]]</td>\n",
" <td>[nan, [journal_articles], [journal_articles]]</td>\n",
" <td>[nan, [[giresun university, ['giresun üniversi...</td>\n",
" <td>[nan, False, False]</td>\n",
" <td>[nan, False, False]</td>\n",
" <td>[nan, False, False]</td>\n",
" <td>[nan, False, False]</td>\n",
" <td>[nan, dspace 6.2, dspace 6.2]</td>\n",
" <td>[nan, true , true ]</td>\n",
" <td>[16034, 9647, 9647]</td>\n",
" <td>[7, 19, nan]</td>\n",
" <td>[archive, archive, nan]</td>\n",
" <td>[12932, 4263, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[disk0/00/01/60/34, disk0/00/00/96/47, nan]</td>\n",
" <td>[2020-06-01 20:13:50, 2015-05-15 15:33:42, nan]</td>\n",
" <td>[2020-06-01 20:14:04, 2016-03-21 20:14:42, nan]</td>\n",
" <td>[2020-06-01 20:13:50, 2015-05-15 15:33:42, nan]</td>\n",
" <td>[institutional, researchdata, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[show, show, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[https://acikerisim.giresun.edu.tr, http://res...</td>\n",
" <td>[Giresun University Institutional Repository, ...</td>\n",
" <td>[https://acikerisim.giresun.edu.tr/oai, http:/...</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, http://researchdatabase.ac.zw/cgi/latest...</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[DSpace@Giresun is a growing collection of Gir...</td>\n",
" <td>[TRUE, TRUE, nan]</td>\n",
" <td>[TRUE, TRUE, nan]</td>\n",
" <td>[TRUE, FALSE, nan]</td>\n",
" <td>[Giresun University, Research Council of Zimba...</td>\n",
" <td>[https://www.giresun.edu.tr/, http://www.rcz.a...</td>\n",
" <td>[tr, zw, nan]</td>\n",
" <td>[Giresun, Harare, nan]</td>\n",
" <td>[40.9147, -17.7768, nan]</td>\n",
" <td>[38.323, 31.0493, nan]</td>\n",
" <td>[dspace, eprints, nan]</td>\n",
" <td>[geoname_2_TR, geoname_2_ZW, nan]</td>\n",
" <td>[other, 3.3.14, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[2020-05-29 18:13:17, 2015-03-23 14:02:08, nan]</td>\n",
" <td>[DSpace@Giresun is a growing collection of Gir...</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[roarmap, opendoar, celestial]</td>\n",
" <td>[http://roarmap.eprints.org/1046/, 3319, 5821]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>{OpenDOAR, roar}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::ff49cc40a8890e6a60f40ff3026d2730</th>\n",
" <td>[1333, 1333, 1333, opendoar____::2bd7f907b7f5b...</td>\n",
" <td>[1333, 1333, 1333, 1389]</td>\n",
" <td>[UnissResearch, UnissResearch, UnissResearch, ...</td>\n",
" <td>[roar, roar, roar, OpenDOAR]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[opendoar____::ff49cc40a8890e6a60f40ff3026d273...</td>\n",
" <td>[1333, 1333, 1333, 1389]</td>\n",
" <td>[hungarian electronic library, hungarian elect...</td>\n",
" <td>[[mek], [mek], [mek], []]</td>\n",
" <td>[http://www.elib.hu/, http://www.elib.hu/, htt...</td>\n",
" <td>[this site provides access to the digitised co...</td>\n",
" <td>[institutional, institutional, institutional, ...</td>\n",
" <td>[2021-02-18 17:42:55, 2021-02-18 17:42:55, 202...</td>\n",
" <td>[2008-09-16 11:11:23, 2008-09-16 11:11:23, 200...</td>\n",
" <td>[[science general, arts and humanities general...</td>\n",
" <td>[[books_chapters_and_sections], [books_chapter...</td>\n",
" <td>[[[national széchényi library, [], hu, [], , h...</td>\n",
" <td>[False, False, False, False]</td>\n",
" <td>[False, False, False, False]</td>\n",
" <td>[False, False, False, False]</td>\n",
" <td>[False, False, False, False]</td>\n",
" <td>[ , , , eprints 3.1.3]</td>\n",
" <td>[true , true , true , true ]</td>\n",
" <td>[1333, 1333, 1333, 1389]</td>\n",
" <td>[561, nan, nan, 260]</td>\n",
" <td>[archive, nan, nan, archive]</td>\n",
" <td>[1, nan, nan, 1]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[disk0/00/00/13/33, nan, nan, disk0/00/00/13/89]</td>\n",
" <td>[2010-01-06 13:45:45, nan, nan, 2010-01-06 13:...</td>\n",
" <td>[2012-01-19 11:36:10, nan, nan, 2011-07-06 08:...</td>\n",
" <td>[2010-01-06 13:45:45, nan, nan, 2010-01-06 13:...</td>\n",
" <td>[institutional, nan, nan, institutional]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[show, nan, nan, show]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[0, nan, nan, 0]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[http://eprints.uniss.it/, nan, nan, http://in...</td>\n",
" <td>[UnissResearch, nan, nan, University of Illino...</td>\n",
" <td>[http://eprints.uniss.it/cgi/oai2, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[http://eprints.uniss.it/cgi/latest_tool?outpu...</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[Università degli studi di Sassari, nan, nan, ...</td>\n",
" <td>[http://www.uniss.it, nan, nan, nan]</td>\n",
" <td>[it, nan, nan, us]</td>\n",
" <td>[Sassari, nan, nan, nan]</td>\n",
" <td>[40.5589, nan, nan, nan]</td>\n",
" <td>[8.3181, nan, nan, nan]</td>\n",
" <td>[eprints, nan, nan, dspace]</td>\n",
" <td>[geoname_2_IT, nan, nan, geoname_2_US]</td>\n",
" <td>[eprints-3.1.3, nan, nan, other]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[2008-10-27 14:53:39, nan, nan, 2007-01-23 02:...</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[0, nan, nan, nan]</td>\n",
" <td>[0, nan, nan, nan]</td>\n",
" <td>[0, nan, nan, nan]</td>\n",
" <td>[100, nan, nan, nan]</td>\n",
" <td>[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,91,94,9...</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[opendoar, celestial, roarmap, opendoar]</td>\n",
" <td>[1389, 1258, 240, 954]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan]</td>\n",
" <td>{OpenDOAR, roar}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::ff4d70de478038c72282b7e4af1d4260</th>\n",
" <td>[opendoar____::95a0810a93a87065bf7b28490817e9e...</td>\n",
" <td>[9752, 9752, 9752, 9752, 16367]</td>\n",
" <td>[european xfel publication database, european ...</td>\n",
" <td>[OpenDOAR, OpenDOAR, OpenDOAR, OpenDOAR, roar]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[opendoar____::95a0810a93a87065bf7b28490817e9e...</td>\n",
" <td>[9752, 9752, 9752, 9752, nan]</td>\n",
" <td>[european xfel publication database, european ...</td>\n",
" <td>[[], [], [], [], nan]</td>\n",
" <td>[https://xfel.tind.io, https://xfel.tind.io, h...</td>\n",
" <td>[the european xfel publication database catalo...</td>\n",
" <td>[institutional, institutional, institutional, ...</td>\n",
" <td>[2021-02-18 18:17:17, 2021-02-18 18:17:17, 202...</td>\n",
" <td>[2020-08-21 14:12:16, 2020-08-21 14:12:16, 202...</td>\n",
" <td>[[science general, technology general], [scien...</td>\n",
" <td>[[journal_articles, conference_and_workshop_pa...</td>\n",
" <td>[[[european x-ray free-electron laser facility...</td>\n",
" <td>[False, False, False, False, nan]</td>\n",
" <td>[False, False, False, False, nan]</td>\n",
" <td>[False, False, False, False, nan]</td>\n",
" <td>[False, False, False, False, nan]</td>\n",
" <td>[other , other , other , other , nan]</td>\n",
" <td>[true , true , true , true , nan]</td>\n",
" <td>[9752, 9752, 9752, 9752, 16367]</td>\n",
" <td>[20, nan, nan, nan, 7]</td>\n",
" <td>[archive, nan, nan, nan, archive]</td>\n",
" <td>[6795, nan, nan, nan, 13175]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[disk0/00/00/97/52, nan, nan, nan, disk0/00/01...</td>\n",
" <td>[2015-05-15 15:43:01, nan, nan, nan, 2020-10-1...</td>\n",
" <td>[2016-03-21 20:11:01, nan, nan, nan, 2021-01-2...</td>\n",
" <td>[2015-05-15 15:43:01, nan, nan, nan, 2020-10-1...</td>\n",
" <td>[theses, nan, nan, nan, institutional]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[show, nan, nan, nan, show]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[FALSE, nan, nan, nan, nan]</td>\n",
" <td>[https://www.achs.edu/achs-theses-capstone-pro...</td>\n",
" <td>[American College of Healthcare Sciences These...</td>\n",
" <td>[nan, nan, nan, nan, https://xfel.tind.io/oai2d]</td>\n",
" <td>[https://www.achs.edu/achs-theses-capstone-pro...</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[American College of Healthcare Sciences gradu...</td>\n",
" <td>[TRUE, nan, nan, nan, TRUE]</td>\n",
" <td>[TRUE, nan, nan, nan, FALSE]</td>\n",
" <td>[FALSE, nan, nan, nan, FALSE]</td>\n",
" <td>[American College of Healthcare Sciences, nan,...</td>\n",
" <td>[https://www.achs.edu/, nan, nan, nan, https:/...</td>\n",
" <td>[us, nan, nan, nan, de]</td>\n",
" <td>[Portland, nan, nan, nan, Schenefeld]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, other]</td>\n",
" <td>[geoname_2_US, nan, nan, nan, geoname_2_DE]</td>\n",
" <td>[other, nan, nan, nan, other]</td>\n",
" <td>[R1, RV, RX, RZ, nan]</td>\n",
" <td>[2015-04-20 20:30:10, nan, nan, nan, 2020-09-2...</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, opendoar]</td>\n",
" <td>[nan, nan, nan, nan, 9752]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[nan, nan, nan, nan, nan]</td>\n",
" <td>[russell_group, nan, nan, nan, nan]</td>\n",
" <td>{OpenDOAR, roar}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::ff826ce6ee85809389f18a5fafe72366</th>\n",
" <td>[opendoar____::62e7f2e090fe150ef8deb4466fdc81b...</td>\n",
" <td>[3601, 2608, 2608]</td>\n",
" <td>[electronic odessa national economic universit...</td>\n",
" <td>[OpenDOAR, OpenDOAR, OpenDOAR]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[opendoar____::62e7f2e090fe150ef8deb4466fdc81b...</td>\n",
" <td>[3601, 2608, 2608]</td>\n",
" <td>[electronic odessa national economic universit...</td>\n",
" <td>[[eoneur], [eoneu], [eoneu]]</td>\n",
" <td>[http://dspace.oneu.edu.ua/, http://dspace.one...</td>\n",
" <td>[this site provides access to the research out...</td>\n",
" <td>[institutional, institutional, institutional]</td>\n",
" <td>[2021-02-18 17:55:42, 2019-10-17 14:34:41, 201...</td>\n",
" <td>[2016-05-23 11:23:30, 2012-12-18 14:30:08, 201...</td>\n",
" <td>[[multidisciplinary], [multidisciplinary], [mu...</td>\n",
" <td>[[journal_articles, conference_and_workshop_pa...</td>\n",
" <td>[[[odessa national economic university, [], ua...</td>\n",
" <td>[False, True, True]</td>\n",
" <td>[False, True, True]</td>\n",
" <td>[False, False, False]</td>\n",
" <td>[False, True, True]</td>\n",
" <td>[dspace 5.4, dspace 1.8.2, dspace 1.8.2]</td>\n",
" <td>[false , false , false ]</td>\n",
" <td>[nan, 2608, 2608]</td>\n",
" <td>[nan, 330, nan]</td>\n",
" <td>[nan, archive, nan]</td>\n",
" <td>[nan, 8, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, disk0/00/00/26/08, nan]</td>\n",
" <td>[nan, 2010-04-08 00:37:15, nan]</td>\n",
" <td>[nan, 2016-04-17 21:53:37, nan]</td>\n",
" <td>[nan, 2010-04-08 00:37:15, nan]</td>\n",
" <td>[nan, institutional, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, show, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, 0, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, http://ir.uz.ac.zw:8080/jspui/, nan]</td>\n",
" <td>[nan, Institutional Repository at University o...</td>\n",
" <td>[nan, http://ir.uz.ac.zw:8080/oai/request?verb...</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, This site provides access to the researc...</td>\n",
" <td>[nan, FALSE, nan]</td>\n",
" <td>[nan, FALSE, nan]</td>\n",
" <td>[nan, FALSE, nan]</td>\n",
" <td>[nan, University of Zimbabwe, nan]</td>\n",
" <td>[nan, http://www.uz.ac.zw/, nan]</td>\n",
" <td>[nan, zw, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, -17.8178, nan]</td>\n",
" <td>[nan, 31.0447, nan]</td>\n",
" <td>[nan, dspace, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, other, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, 2005-10-11 15:59:19, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, 0, nan]</td>\n",
" <td>[nan, 0, nan]</td>\n",
" <td>[nan, 0, nan]</td>\n",
" <td>[nan, 251, nan]</td>\n",
" <td>[nan, 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,5,5,5,...</td>\n",
" <td>[nan, 21, nan]</td>\n",
" <td>[nan, 12, nan]</td>\n",
" <td>[nan, 12, nan]</td>\n",
" <td>[nan, 12, nan]</td>\n",
" <td>[nan, opendoar, celestial]</td>\n",
" <td>[nan, 1760, 2150]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,...</td>\n",
" <td>[nan, 0, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>{OpenDOAR}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::ffbd6cbb019a1413183c8d08f2929307</th>\n",
" <td>[3108, 3108, opendoar____::ff7d0f525b3be596a51...</td>\n",
" <td>[3108, 3108, 1912]</td>\n",
" <td>[Fotografía Sobre España en el Siglo XIX, Foto...</td>\n",
" <td>[roar, roar, OpenDOAR]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[opendoar____::ffbd6cbb019a1413183c8d08f292930...</td>\n",
" <td>[3108, 3108, 1912]</td>\n",
" <td>[opus-phfr - hochschulschriftenserver der paed...</td>\n",
" <td>[[], [], [phosxix]]</td>\n",
" <td>[http://phfr.bsz-bw.de/home, http://phfr.bsz-b...</td>\n",
" <td>[this is the institutional repository of paeda...</td>\n",
" <td>[institutional, institutional, institutional]</td>\n",
" <td>[2019-12-04 12:27:31, 2019-12-04 12:27:31, 202...</td>\n",
" <td>[2014-07-09 12:06:37, 2014-07-09 12:06:37, 201...</td>\n",
" <td>[[education], [education], [multidisciplinary]]</td>\n",
" <td>[[journal_articles, conference_and_workshop_pa...</td>\n",
" <td>[[[paedagogischen hochschule freiburg, [], de,...</td>\n",
" <td>[True, True, False]</td>\n",
" <td>[True, True, False]</td>\n",
" <td>[True, True, False]</td>\n",
" <td>[True, True, False]</td>\n",
" <td>[opus 4, opus 4, digibib ]</td>\n",
" <td>[true , true , true ]</td>\n",
" <td>[3108, 3108, nan]</td>\n",
" <td>[195, nan, nan]</td>\n",
" <td>[archive, nan, nan]</td>\n",
" <td>[8, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[disk0/00/00/31/08, nan, nan]</td>\n",
" <td>[2010-10-13 20:49:16, nan, nan]</td>\n",
" <td>[2011-07-18 06:04:17, nan, nan]</td>\n",
" <td>[2010-10-13 20:49:16, nan, nan]</td>\n",
" <td>[institutional, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[show, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[0, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[http://coleccionfff.unav.es/bvunav/, nan, nan]</td>\n",
" <td>[Fotografía Sobre España en el Siglo XIX, nan,...</td>\n",
" <td>[http://coleccionfff.unav.es/bvunav/i18n/oai/o...</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[This site provides access to still image data...</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[Universidad de Navarra, nan, nan]</td>\n",
" <td>[http://www.unav.es/, nan, nan]</td>\n",
" <td>[es, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[42.8181, nan, nan]</td>\n",
" <td>[-1.6443, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[other, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[2010-05-24 00:00:00, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[0, nan, nan]</td>\n",
" <td>[0, nan, nan]</td>\n",
" <td>[0, nan, nan]</td>\n",
" <td>[100, nan, nan]</td>\n",
" <td>[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1...</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[opendoar, celestial, nan]</td>\n",
" <td>[1912, 2287, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>{OpenDOAR, roar}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98</th>\n",
" <td>[1126, 1126, opendoar____::443cb001c138b2561a0...</td>\n",
" <td>[1126, 1126, 648]</td>\n",
" <td>[RIT Digital Media Library, RIT Digital Media ...</td>\n",
" <td>[roar, roar, OpenDOAR]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[opendoar____::ffeed84c7cb1ae7bf4ec4bd78275bb9...</td>\n",
" <td>[1126, 1126, 648]</td>\n",
" <td>[university of birmingham research archive, e-...</td>\n",
" <td>[[], [], [rit dml]]</td>\n",
" <td>[http://epapers.bham.ac.uk/, http://epapers.bh...</td>\n",
" <td>[this repository is for research material prod...</td>\n",
" <td>[institutional, institutional, institutional]</td>\n",
" <td>[2021-02-18 17:41:49, 2021-02-18 17:41:49, 202...</td>\n",
" <td>[2008-01-24 09:09:42, 2008-01-24 09:09:42, 200...</td>\n",
" <td>[[multidisciplinary], [multidisciplinary], [te...</td>\n",
" <td>[[journal_articles, conference_and_workshop_pa...</td>\n",
" <td>[[[university of birmingham, ['ub'], gb, [], ,...</td>\n",
" <td>[True, True, True]</td>\n",
" <td>[True, True, True]</td>\n",
" <td>[True, True, True]</td>\n",
" <td>[True, True, False]</td>\n",
" <td>[eprints 3.2.7, eprints 3.2.7, dspace ]</td>\n",
" <td>[true , true , true ]</td>\n",
" <td>[1126, 1126, 648]</td>\n",
" <td>[510, nan, 503]</td>\n",
" <td>[archive, nan, archive]</td>\n",
" <td>[1, nan, 1]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[disk0/00/00/11/26, nan, disk0/00/00/06/48]</td>\n",
" <td>[2010-01-06 13:45:17, nan, 2010-01-06 13:44:34]</td>\n",
" <td>[2011-07-18 05:55:54, nan, 2016-04-17 21:54:19]</td>\n",
" <td>[2010-01-06 13:45:17, nan, 2010-01-06 13:44:34]</td>\n",
" <td>[institutional, nan, other]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[show, nan, show]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[0, nan, 0]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[https://ritdml.rit.edu/, nan, http://www.hti....</td>\n",
" <td>[RIT Digital Media Library, nan, Humanities Te...</td>\n",
" <td>[http://ritdml.rit.edu/dspace-oai/request, nan...</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[info:other:archives.eprints.org:import, nan, ...</td>\n",
" <td>[TRUE, nan, TRUE]</td>\n",
" <td>[TRUE, nan, TRUE]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[us, nan, us]</td>\n",
" <td>[Rochester, NY, nan, Ann Arbor, MI]</td>\n",
" <td>[43.1687, nan, 42.2753]</td>\n",
" <td>[-77.6158, nan, -83.7308]</td>\n",
" <td>[dspace, nan, other]</td>\n",
" <td>[geoname_2_US, nan, geoname_2_US]</td>\n",
" <td>[other, nan, other]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[2004-11-17 15:51:25, nan, 2002-04-15 00:00:00]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[0, nan, 0]</td>\n",
" <td>[0, nan, 0]</td>\n",
" <td>[0, nan, 0]</td>\n",
" <td>[100, nan, 137500]</td>\n",
" <td>[0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,18,36,47,50,57,...</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[opendoar, celestial, celestial]</td>\n",
" <td>[648, 366, 273]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>[nan, nan, 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0...</td>\n",
" <td>[nan, nan, 109578]</td>\n",
" <td>[nan, nan, nan]</td>\n",
" <td>{OpenDOAR, roar}</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>2145 rows × 143 columns</p>\n",
"</div>"
],
"text/plain": [
" duplicate_id \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [4612, 4612, 4612, 4612, 4612, 4612, 4612, 464... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [re3data_____::4af9fe2bb93511a5e0f0c39e94d6557... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [opendoar____::c6f798b844366ccd65d99bc7f31e0e0... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [https://fairsharing.org/10.25504/FAIRsharing.... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [16034, opendoar____::d1f157379ea7e51d4a8c07af... \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [1333, 1333, 1333, opendoar____::2bd7f907b7f5b... \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [opendoar____::95a0810a93a87065bf7b28490817e9e... \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [opendoar____::62e7f2e090fe150ef8deb4466fdc81b... \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, 4612, 4612, 4612, 4612, 4612, 4612, 464... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [r3d100011306, https://fairsharing.org/10.2550... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [3410, 3410, 10013, 10013, 10013, 10013, 10013... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [https://fairsharing.org/10.25504/FAIRsharing.... \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 [3601, 2608, 2608] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [3108, 3108, 1912] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [1126, 1126, 648] \n",
"\n",
" name \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [IIT Bombay Institutional Repository, IIT Bomb... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [RESID Database of Protein Modifications, RESI... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [erucu: electronic repository of the ukrainian... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [Synapse, Synapse] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [Giresun University Institutional Repository, ... \n",
"... ... \n",
"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",
"\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, 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_type \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [[disciplinary], nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, [other]] \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_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",
" re3data_update_date \\\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",
" re3data_start_date \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [2014, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, 2012-05-22] \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_end_date \\\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",
" re3data_subject \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [[2 Life Sciences, 201 Basic Biological and Me... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, [2 Life Sciences, 201 Basic Biological a... \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_mission_statement \\\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, 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_content_type \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [[Images, Structured text], nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, [Raw data, Scientific and statistical da... \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_provider_type \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [[dataProvider], nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, [dataProvider, serviceProvider]] \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_keyword \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [[genomes, life sciences, proteins, proteomes,... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, [AMP-AD Knowledge Portal, DREAM Challeng... \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_institution \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [[[Georgetown University, Medical Center, ['GU... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, [[Alfred P. Sloan Foundation, [], USA, [... \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_policy \\\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_database_access \\\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_database_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_data_access \\\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_data_license \\\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_data_upload \\\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_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",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, 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_api \\\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_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",
"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_enhanced_publication \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [yes, 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",
"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",
"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_certificate \\\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_metadata_standard \\\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_syndication \\\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_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",
"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",
" re3data_entry_date \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [2014-12-05, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, 2015-12-03] \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_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",
"dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n",
"\n",
" opendoar_openaire_id \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [opendoar____::000871c1fc726f0b52dc86a4eeb027d... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [opendoar____::c6f798b844366ccd65d99bc7f31e0e0... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, opendoar____::d1f157379ea7e51d4a8c07aff1... \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [opendoar____::ff49cc40a8890e6a60f40ff3026d273... \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [opendoar____::95a0810a93a87065bf7b28490817e9e... \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [opendoar____::62e7f2e090fe150ef8deb4466fdc81b... \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [opendoar____::ffbd6cbb019a1413183c8d08f292930... \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [opendoar____::ffeed84c7cb1ae7bf4ec4bd78275bb9... \n",
"\n",
" opendoar_opendoar_id \\\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 [nan, 9647, 9647] \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [1333, 1333, 1333, 1389] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [9752, 9752, 9752, 9752, nan] \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [3601, 2608, 2608] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [3108, 3108, 1912] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [1126, 1126, 648] \n",
"\n",
" opendoar_repository_name \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [vrije universiteit amsterdam (vu amsterdam) -... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [erucu: electronic repository of the ukrainian... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, giresun university institutional reposit... \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [hungarian electronic library, hungarian elect... \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [european xfel publication database, european ... \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [electronic odessa national economic universit... \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [opus-phfr - hochschulschriftenserver der paed... \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [university of birmingham research archive, e-... \n",
"\n",
" 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",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [http://er.ucu.edu.ua/, http://er.ucu.edu.ua/,... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, http://acikerisim.giresun.edu.tr, http:/... \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [http://www.elib.hu/, http://www.elib.hu/, htt... \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [https://xfel.tind.io, https://xfel.tind.io, h... \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [http://dspace.oneu.edu.ua/, http://dspace.one... \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [http://phfr.bsz-bw.de/home, http://phfr.bsz-b... \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [http://epapers.bham.ac.uk/, http://epapers.bh... \n",
"\n",
" opendoar_description \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [this institutional repository is part of the ... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [ukrainian catholic university’s institutional... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, this site provides access to the researc... \n",
"... ... \n",
"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",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [institutional, institutional, institutional, ... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, institutional, institutional] \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [institutional, institutional, institutional, ... \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [institutional, institutional, institutional, ... \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [institutional, institutional, institutional] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [institutional, institutional, institutional] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [institutional, institutional, institutional] \n",
"\n",
" opendoar_update_date \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [2021-04-15 07:54:59, 2021-04-15 07:54:59, 202... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [2019-10-17 14:34:57, 2019-10-17 14:34:57, 202... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, 2021-05-21 18:05:06, 2021-05-21 18:05:06] \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [2021-02-18 17:42:55, 2021-02-18 17:42:55, 202... \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [2021-02-18 18:17:17, 2021-02-18 18:17:17, 202... \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [2021-02-18 17:55:42, 2019-10-17 14:34:41, 201... \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [2019-12-04 12:27:31, 2019-12-04 12:27:31, 202... \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [2021-02-18 17:41:49, 2021-02-18 17:41:49, 202... \n",
"\n",
" opendoar_start_date \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [2019-06-28 10:05:44, 2019-06-28 10:05:44, 201... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [2015-07-08 12:43:38, 2015-07-08 12:43:38, 202... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, 2020-06-02 09:14:18, 2020-06-02 09:14:18] \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [2008-09-16 11:11:23, 2008-09-16 11:11:23, 200... \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [2020-08-21 14:12:16, 2020-08-21 14:12:16, 202... \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [2016-05-23 11:23:30, 2012-12-18 14:30:08, 201... \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [2014-07-09 12:06:37, 2014-07-09 12:06:37, 201... \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [2008-01-24 09:09:42, 2008-01-24 09:09:42, 200... \n",
"\n",
" opendoar_subject \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [[multidisciplinary], [multidisciplinary], [mu... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [[multidisciplinary], [multidisciplinary], [ag... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, [multidisciplinary], [multidisciplinary]] \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [[science general, arts and humanities general... \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [[science general, technology general], [scien... \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [[multidisciplinary], [multidisciplinary], [mu... \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [[education], [education], [multidisciplinary]] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [[multidisciplinary], [multidisciplinary], [te... \n",
"\n",
" opendoar_content_type \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [[journal_articles, conference_and_workshop_pa... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [[journal_articles, conference_and_workshop_pa... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, [journal_articles], [journal_articles]] \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [[books_chapters_and_sections], [books_chapter... \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [[journal_articles, conference_and_workshop_pa... \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [[journal_articles, conference_and_workshop_pa... \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [[journal_articles, conference_and_workshop_pa... \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [[journal_articles, conference_and_workshop_pa... \n",
"\n",
" opendoar_institution \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [[[vrije universiteit amsterdam, ['vu amsterda... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [[[ukrainian catholic university, ['ucu'], ua,... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, [[giresun university, ['giresun üniversi... \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [[[national széchényi library, [], hu, [], , h... \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [[[european x-ray free-electron laser facility... \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [[[odessa national economic university, [], ua... \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [[[paedagogischen hochschule freiburg, [], de,... \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [[[university of birmingham, ['ub'], gb, [], ,... \n",
"\n",
" opendoar_metadata_policy \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [True, True, True, True, True, True, True, Fal... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [False, False, False, False, False, False, Fal... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, False, False] \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [False, False, False, False] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [False, False, False, False, nan] \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [False, True, True] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [True, True, False] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [True, True, True] \n",
"\n",
" opendoar_data_policy \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [True, True, True, True, True, True, True, Fal... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [False, False, False, False, False, False, Fal... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, False, False] \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [False, False, False, False] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [False, False, False, False, nan] \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [False, True, True] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [True, True, False] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [True, True, True] \n",
"\n",
" opendoar_submission_policy \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [True, True, True, True, True, True, True, Fal... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [False, False, False, False, False, False, Fal... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, False, False] \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [False, False, False, False] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [False, False, False, False, nan] \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [False, False, False] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [True, True, False] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [True, True, True] \n",
"\n",
" opendoar_content_policy \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [True, True, True, True, True, True, True, Fal... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [False, False, False, False, False, False, Fal... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, False, False] \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [False, False, False, False] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [False, False, False, False, nan] \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [False, True, True] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [True, True, False] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [True, True, False] \n",
"\n",
" opendoar_software \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [pure , pure , pure , pure , pure , pure , pur... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [dspace , dspace , dspace 6.3, dspace 6.3, dsp... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, dspace 6.2, dspace 6.2] \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [ , , , eprints 3.1.3] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [other , other , other , other , nan] \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [dspace 5.4, dspace 1.8.2, dspace 1.8.2] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [opus 4, opus 4, digibib ] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [eprints 3.2.7, eprints 3.2.7, dspace ] \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",
"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_resolved_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",
"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_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",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [http://ritdml.rit.edu/dspace-oai/request, nan... \n",
"\n",
" roar_sword_endpoint \\\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, http://er.ucu.edu.ua/sword/, nan, n... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [https://www.achs.edu/achs-theses-capstone-pro... \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n",
"\n",
" roar_rss_feed \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [http://dspace.library.iitb.ac.in/xmlui/feed/a... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, http://er.ucu.edu.ua/feed/rss_2.0/s... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, http://researchdatabase.ac.zw/cgi/latest... \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [http://eprints.uniss.it/cgi/latest_tool?outpu... \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_twitter_feed \\\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_description \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan, nan, nan, nan, nan, nan, nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [This site provides access to the collections ... \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 [American College of Healthcare Sciences gradu... \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [nan, This site provides access to the researc... \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [This site provides access to still image data... \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [info:other:archives.eprints.org:import, nan, ... \n",
"\n",
" roar_fulltext \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [TRUE, nan, nan, nan, nan, nan, nan, TRUE, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, TRUE, nan, nan, nan, nan, nan, nan,... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [TRUE, TRUE, nan] \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [TRUE, nan, nan, nan, TRUE] \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [nan, FALSE, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [TRUE, nan, TRUE] \n",
"\n",
" roar_open_access \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [TRUE, nan, nan, nan, nan, nan, nan, TRUE, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, TRUE, nan, nan, nan, nan, nan, nan,... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [TRUE, TRUE, nan] \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [TRUE, nan, nan, nan, FALSE] \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [nan, FALSE, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [TRUE, nan, TRUE] \n",
"\n",
" roar_mandate \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [TRUE, nan, nan, nan, nan, nan, nan, FALSE, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, TRUE, nan, nan, nan, nan, nan, nan,... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [TRUE, FALSE, nan] \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [FALSE, nan, nan, nan, FALSE] \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [nan, FALSE, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n",
"\n",
" roar_organisation_title \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [IIT Bombay, nan, nan, nan, nan, nan, nan, 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",
"dedup::0023a1e3447fdb31836536cc903f1310 [http://www.fsu.edu/, nan, http://ucu.edu.ua/e... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [https://www.giresun.edu.tr/, http://www.rcz.a... \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [http://www.uniss.it, nan, nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [https://www.achs.edu/, nan, nan, nan, https:/... \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [nan, http://www.uz.ac.zw/, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [http://www.unav.es/, nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n",
"\n",
" roar_location_country \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [in, nan, nan, nan, nan, nan, nan, in, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [us, nan, ua, nan, nan, nan, nan, nan, nan, na... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [tr, zw, nan] \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [it, nan, nan, us] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [us, nan, nan, nan, de] \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [nan, zw, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [es, nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [us, nan, us] \n",
"\n",
" roar_location_city \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [Mumbai, nan, nan, nan, nan, nan, nan, Mumbai,... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, Lviv, nan, nan, nan, nan, nan, nan,... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [Giresun, Harare, nan] \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [Sassari, nan, nan, nan] \n",
"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 \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [dspace, nan, nan, nan, nan, nan, nan, dspace,... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, dspace, nan, nan, nan, nan, nan, na... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [dspace, eprints, nan] \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [eprints, nan, nan, dspace] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, other] \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [nan, dspace, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [dspace, nan, other] \n",
"\n",
" roar_geoname \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [geoname_2_IN, nan, nan, nan, nan, nan, nan, g... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, geoname_2_UA, nan, nan, nan, nan, n... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [geoname_2_TR, geoname_2_ZW, nan] \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [geoname_2_IT, nan, nan, geoname_2_US] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [geoname_2_US, nan, nan, nan, geoname_2_DE] \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [nan, nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [geoname_2_US, nan, geoname_2_US] \n",
"\n",
" roar_version \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [other, nan, nan, nan, nan, nan, nan, other, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [other, nan, other, nan, nan, nan, nan, nan, n... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [other, 3.3.14, nan] \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [eprints-3.1.3, nan, nan, other] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [other, nan, nan, nan, other] \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [nan, other, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [other, nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [other, nan, other] \n",
"\n",
" roar_subjects \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [TA, TD, TH, TJ, TK, TN, TP, T1, TA] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan, AC, B1, BF, BL, BR, BS, D1, D204, D... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan, nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [R1, RV, 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",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,57,96... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan, nan] \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,91,94,9... \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan, nan, nan, nan] \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 [nan, 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,5,5,5,... \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1... \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,18,36,47,50,57,... \n",
"\n",
" roar_fulltexts_total \\\n",
"dedup_id \n",
"dedup::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, 21, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan, nan] \n",
"\n",
" roar_fulltexts_docs \\\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_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",
"dedup::000871c1fc726f0b52dc86a4eeb027de {roar} \n",
"dedup::001e6d882e54c780ce269d3c46997287 {re3data, FAIRsharing} \n",
"dedup::0023a1e3447fdb31836536cc903f1310 {OpenDOAR, roar} \n",
"dedup::003ab6b40af9b488decea7c582d150a2 {re3data, FAIRsharing} \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 {OpenDOAR, roar} \n",
"... ... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 {OpenDOAR, roar} \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 {OpenDOAR, roar} \n",
"dedup::ff826ce6ee85809389f18a5fafe72366 {OpenDOAR} \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 {OpenDOAR, roar} \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 {OpenDOAR, roar} \n",
"\n",
"[2145 rows x 143 columns]"
]
},
"execution_count": 106,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dup = dup.groupby('dedup_id').aggregate(list)\n",
"dup['source_set'] = dup.source.map(set)\n",
"dup"
]
},
{
"cell_type": "code",
"execution_count": 45,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>duplicate_id</th>\n",
" <th>original_id</th>\n",
" <th>name</th>\n",
" <th>source</th>\n",
" <th>source_set</th>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup_id</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>dedup::06138bc5af6023646ede0e1f7c1eac75</th>\n",
" <td>[https://fairsharing.org/10.25504/FAIRsharing....</td>\n",
" <td>[https://fairsharing.org/10.25504/FAIRsharing....</td>\n",
" <td>[Crystallography Open Database, Crystallograph...</td>\n",
" <td>[FAIRsharing, roar, re3data, OpenDOAR]</td>\n",
" <td>{re3data, OpenDOAR, roar, FAIRsharing}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::0b7e684c89e746c67c9761ce2b65479c</th>\n",
" <td>[re3data_____::44217da669f17a260c0958a679003a7...</td>\n",
" <td>[r3d100010423, 375, https://fairsharing.org/10...</td>\n",
" <td>[Woods Hole Open Access Server, woods hole ope...</td>\n",
" <td>[re3data, OpenDOAR, FAIRsharing]</td>\n",
" <td>{re3data, FAIRsharing, OpenDOAR}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::0bb4aec1710521c12ee76289d9440817</th>\n",
" <td>[re3data_____::eb721a14697a05c477d0ae23830e665...</td>\n",
" <td>[r3d100012596, 650, 349]</td>\n",
" <td>[Digitale Bibliothek Thüringen, digitale bibli...</td>\n",
" <td>[re3data, OpenDOAR, roar]</td>\n",
" <td>{re3data, roar, OpenDOAR}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::139042a4157a773f209847829d80894d</th>\n",
" <td>[756, re3data_____::a95b34b344dc049963c35997fe...</td>\n",
" <td>[756, r3d100010690, 1330, 5487]</td>\n",
" <td>[Khazar University Institutional Repository, K...</td>\n",
" <td>[roar, re3data, OpenDOAR, roar]</td>\n",
" <td>{re3data, roar, OpenDOAR}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::13d4bfa0321f86f042b34ec79064b316</th>\n",
" <td>[opendoar____::e3844e186e6eb8736e9f53c0c588952...</td>\n",
" <td>[9411, 15255, r3d100013135]</td>\n",
" <td>[fordatis, Fordatis, Fordatis]</td>\n",
" <td>[OpenDOAR, roar, re3data]</td>\n",
" <td>{OpenDOAR, re3data, roar}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::eded0708dfe855304a50029fccf1a677</th>\n",
" <td>[opendoar____::eccbc87e4b5ce2fe28308fd9f2a7baf...</td>\n",
" <td>[3, r3d100012604, 5509]</td>\n",
" <td>[ams acta, AMS Acta, AMS Acta]</td>\n",
" <td>[OpenDOAR, re3data, roar]</td>\n",
" <td>{OpenDOAR, roar, re3data}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::ef46a43afd7c7d67e21f4306bb1364e9</th>\n",
" <td>[opendoar____::1f74a54f39b3123ad272ca0a06e7463...</td>\n",
" <td>[5870, https://fairsharing.org/10.25504/FAIRsh...</td>\n",
" <td>[heidata, heiDATA, heiDATA]</td>\n",
" <td>[OpenDOAR, FAIRsharing, re3data]</td>\n",
" <td>{OpenDOAR, re3data, FAIRsharing}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::f296bb3903d8a84d81c47e6db90764b9</th>\n",
" <td>[https://fairsharing.org/10.25504/FAIRsharing....</td>\n",
" <td>[https://fairsharing.org/10.25504/FAIRsharing....</td>\n",
" <td>[PubChem, PubChem, pubchem]</td>\n",
" <td>[FAIRsharing, re3data, OpenDOAR]</td>\n",
" <td>{re3data, OpenDOAR, FAIRsharing}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::f3dc6512e46961c363ea402ff218c8fb</th>\n",
" <td>[re3data_____::b2fc675049cbf485d9abbccf5232a31...</td>\n",
" <td>[r3d100012538, 10171, https://fairsharing.org/...</td>\n",
" <td>[DataverseNO, dataverseno, DataverseNO]</td>\n",
" <td>[re3data, OpenDOAR, FAIRsharing]</td>\n",
" <td>{re3data, FAIRsharing, OpenDOAR}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::f9aa64cbb57131939eda048250f2dbae</th>\n",
" <td>[re3data_____::063765fa6d6358d62ea2d41dde32d3a...</td>\n",
" <td>[r3d100012692, https://fairsharing.org/10.2550...</td>\n",
" <td>[Scholars' Mine, Scholars' Mine, scholars mine]</td>\n",
" <td>[re3data, FAIRsharing, OpenDOAR]</td>\n",
" <td>{re3data, OpenDOAR, FAIRsharing}</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>65 rows × 5 columns</p>\n",
"</div>"
],
"text/plain": [
" duplicate_id \\\n",
"dedup_id \n",
"dedup::06138bc5af6023646ede0e1f7c1eac75 [https://fairsharing.org/10.25504/FAIRsharing.... \n",
"dedup::0b7e684c89e746c67c9761ce2b65479c [re3data_____::44217da669f17a260c0958a679003a7... \n",
"dedup::0bb4aec1710521c12ee76289d9440817 [re3data_____::eb721a14697a05c477d0ae23830e665... \n",
"dedup::139042a4157a773f209847829d80894d [756, re3data_____::a95b34b344dc049963c35997fe... \n",
"dedup::13d4bfa0321f86f042b34ec79064b316 [opendoar____::e3844e186e6eb8736e9f53c0c588952... \n",
"... ... \n",
"dedup::eded0708dfe855304a50029fccf1a677 [opendoar____::eccbc87e4b5ce2fe28308fd9f2a7baf... \n",
"dedup::ef46a43afd7c7d67e21f4306bb1364e9 [opendoar____::1f74a54f39b3123ad272ca0a06e7463... \n",
"dedup::f296bb3903d8a84d81c47e6db90764b9 [https://fairsharing.org/10.25504/FAIRsharing.... \n",
"dedup::f3dc6512e46961c363ea402ff218c8fb [re3data_____::b2fc675049cbf485d9abbccf5232a31... \n",
"dedup::f9aa64cbb57131939eda048250f2dbae [re3data_____::063765fa6d6358d62ea2d41dde32d3a... \n",
"\n",
" original_id \\\n",
"dedup_id \n",
"dedup::06138bc5af6023646ede0e1f7c1eac75 [https://fairsharing.org/10.25504/FAIRsharing.... \n",
"dedup::0b7e684c89e746c67c9761ce2b65479c [r3d100010423, 375, https://fairsharing.org/10... \n",
"dedup::0bb4aec1710521c12ee76289d9440817 [r3d100012596, 650, 349] \n",
"dedup::139042a4157a773f209847829d80894d [756, r3d100010690, 1330, 5487] \n",
"dedup::13d4bfa0321f86f042b34ec79064b316 [9411, 15255, r3d100013135] \n",
"... ... \n",
"dedup::eded0708dfe855304a50029fccf1a677 [3, r3d100012604, 5509] \n",
"dedup::ef46a43afd7c7d67e21f4306bb1364e9 [5870, https://fairsharing.org/10.25504/FAIRsh... \n",
"dedup::f296bb3903d8a84d81c47e6db90764b9 [https://fairsharing.org/10.25504/FAIRsharing.... \n",
"dedup::f3dc6512e46961c363ea402ff218c8fb [r3d100012538, 10171, https://fairsharing.org/... \n",
"dedup::f9aa64cbb57131939eda048250f2dbae [r3d100012692, https://fairsharing.org/10.2550... \n",
"\n",
" name \\\n",
"dedup_id \n",
"dedup::06138bc5af6023646ede0e1f7c1eac75 [Crystallography Open Database, Crystallograph... \n",
"dedup::0b7e684c89e746c67c9761ce2b65479c [Woods Hole Open Access Server, woods hole ope... \n",
"dedup::0bb4aec1710521c12ee76289d9440817 [Digitale Bibliothek Thüringen, digitale bibli... \n",
"dedup::139042a4157a773f209847829d80894d [Khazar University Institutional Repository, K... \n",
"dedup::13d4bfa0321f86f042b34ec79064b316 [fordatis, Fordatis, Fordatis] \n",
"... ... \n",
"dedup::eded0708dfe855304a50029fccf1a677 [ams acta, AMS Acta, AMS Acta] \n",
"dedup::ef46a43afd7c7d67e21f4306bb1364e9 [heidata, heiDATA, heiDATA] \n",
"dedup::f296bb3903d8a84d81c47e6db90764b9 [PubChem, PubChem, pubchem] \n",
"dedup::f3dc6512e46961c363ea402ff218c8fb [DataverseNO, dataverseno, DataverseNO] \n",
"dedup::f9aa64cbb57131939eda048250f2dbae [Scholars' Mine, Scholars' Mine, scholars mine] \n",
"\n",
" source \\\n",
"dedup_id \n",
"dedup::06138bc5af6023646ede0e1f7c1eac75 [FAIRsharing, roar, re3data, OpenDOAR] \n",
"dedup::0b7e684c89e746c67c9761ce2b65479c [re3data, OpenDOAR, FAIRsharing] \n",
"dedup::0bb4aec1710521c12ee76289d9440817 [re3data, OpenDOAR, roar] \n",
"dedup::139042a4157a773f209847829d80894d [roar, re3data, OpenDOAR, roar] \n",
"dedup::13d4bfa0321f86f042b34ec79064b316 [OpenDOAR, roar, re3data] \n",
"... ... \n",
"dedup::eded0708dfe855304a50029fccf1a677 [OpenDOAR, re3data, roar] \n",
"dedup::ef46a43afd7c7d67e21f4306bb1364e9 [OpenDOAR, FAIRsharing, re3data] \n",
"dedup::f296bb3903d8a84d81c47e6db90764b9 [FAIRsharing, re3data, OpenDOAR] \n",
"dedup::f3dc6512e46961c363ea402ff218c8fb [re3data, OpenDOAR, FAIRsharing] \n",
"dedup::f9aa64cbb57131939eda048250f2dbae [re3data, FAIRsharing, OpenDOAR] \n",
"\n",
" source_set \n",
"dedup_id \n",
"dedup::06138bc5af6023646ede0e1f7c1eac75 {re3data, OpenDOAR, roar, FAIRsharing} \n",
"dedup::0b7e684c89e746c67c9761ce2b65479c {re3data, FAIRsharing, OpenDOAR} \n",
"dedup::0bb4aec1710521c12ee76289d9440817 {re3data, roar, OpenDOAR} \n",
"dedup::139042a4157a773f209847829d80894d {re3data, roar, OpenDOAR} \n",
"dedup::13d4bfa0321f86f042b34ec79064b316 {OpenDOAR, re3data, roar} \n",
"... ... \n",
"dedup::eded0708dfe855304a50029fccf1a677 {OpenDOAR, roar, re3data} \n",
"dedup::ef46a43afd7c7d67e21f4306bb1364e9 {OpenDOAR, re3data, FAIRsharing} \n",
"dedup::f296bb3903d8a84d81c47e6db90764b9 {re3data, OpenDOAR, FAIRsharing} \n",
"dedup::f3dc6512e46961c363ea402ff218c8fb {re3data, FAIRsharing, OpenDOAR} \n",
"dedup::f9aa64cbb57131939eda048250f2dbae {re3data, OpenDOAR, FAIRsharing} \n",
"\n",
"[65 rows x 5 columns]"
]
},
"execution_count": 45,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dup[dup.source_set.str.len() >= 3]"
]
},
{
"cell_type": "code",
"execution_count": 47,
"metadata": {},
"outputs": [
{
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"... ... ... ... ... ... ... \n",
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"... ... ... ... \n",
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"17585 NaN 40.1627 -80.2544 NaN \n",
"17586 NaN -42.9035 147.326 NaN \n",
"17587 NaN 42.4001 -71.0319 dspace \n",
"17588 NaN NaN NaN dspace \n",
"\n",
" geoname version subjects date note suggestions \\\n",
"0 geoname_2_US other NaN 2006-04-18 NaN NaN \n",
"1 geoname_2_ES other NaN 2006-04-04 00:00:00 NaN NaN \n",
"2 geoname_2_FR other NaN 1998-11-02 11:53:57 NaN NaN \n",
"3 NaN NaN NaN NaN NaN NaN \n",
"4 NaN NaN NaN NaN NaN NaN \n",
"... ... ... ... ... ... ... \n",
"17584 NaN other NaN NaN NaN NaN \n",
"17585 NaN other NaN NaN NaN NaN \n",
"17586 NaN other NaN NaN NaN NaN \n",
"17587 NaN other NaN NaN NaN NaN \n",
"17588 NaN other NaN NaN NaN NaN \n",
"\n",
" activity_low activity_medium activity_high recordcount \\\n",
"0 0 0 0 1533400 \n",
"1 0 0 0 1008486 \n",
"2 0 0 2 675816 \n",
"3 NaN NaN NaN NaN \n",
"4 NaN NaN NaN NaN \n",
"... ... ... ... ... \n",
"17584 NaN NaN NaN NaN \n",
"17585 NaN NaN NaN NaN \n",
"17586 NaN NaN NaN NaN \n",
"17587 NaN NaN NaN NaN \n",
"17588 NaN NaN NaN NaN \n",
"\n",
" recordhistory fulltexts_total \\\n",
"0 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,94862,168074,5... NaN \n",
"1 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1431,1431,1761... NaN \n",
"2 4,12,17,26,43,57,81,185,431,861,1184,1517,2442... NaN \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"... ... ... \n",
"17584 NaN NaN \n",
"17585 NaN NaN \n",
"17586 NaN NaN \n",
"17587 NaN NaN \n",
"17588 NaN NaN \n",
"\n",
" fulltexts_docs fulltexts_rtotal fulltexts_rdocs registry_name \\\n",
"0 NaN NaN NaN celestial \n",
"1 NaN NaN NaN celestial \n",
"2 NaN NaN NaN opendoar \n",
"3 NaN NaN NaN celestial \n",
"4 NaN NaN NaN roarmap \n",
"... ... ... ... ... \n",
"17584 NaN NaN NaN opendoar \n",
"17585 NaN NaN NaN opendoar \n",
"17586 NaN NaN NaN NaN \n",
"17587 NaN NaN NaN opendoar \n",
"17588 NaN NaN NaN opendoar \n",
"\n",
" registry_id submit_to submitted_to_name submitted_to_done \\\n",
"0 5 NaN NaN NaN \n",
"1 858 NaN NaN NaN \n",
"2 166 NaN NaN NaN \n",
"3 1106 NaN NaN NaN \n",
"4 69 NaN NaN NaN \n",
"... ... ... ... ... \n",
"17584 1343 NaN NaN NaN \n",
"17585 1704 NaN NaN NaN \n",
"17586 752 NaN NaN NaN \n",
"17587 1446 NaN NaN NaN \n",
"17588 1705 NaN NaN NaN \n",
"\n",
" webometrics_rank webometrics_size webometrics_visibility \\\n",
"0 NaN NaN NaN \n",
"1 NaN NaN NaN \n",
"2 1 6 1 \n",
"3 NaN NaN NaN \n",
"4 NaN NaN NaN \n",
"... ... ... ... \n",
"17584 NaN NaN NaN \n",
"17585 NaN NaN NaN \n",
"17586 NaN NaN NaN \n",
"17587 NaN NaN NaN \n",
"17588 NaN NaN NaN \n",
"\n",
" webometrics_rich_files webometrics_scholar \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 1 1 \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"... ... ... \n",
"17584 NaN NaN \n",
"17585 NaN NaN \n",
"17586 NaN NaN \n",
"17587 NaN NaN \n",
"17588 NaN NaN \n",
"\n",
" monthly_deposits total_deposits \\\n",
"0 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,... 0 \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,... 47500 \n",
"2 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,... 3063 \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"... ... ... \n",
"17584 NaN NaN \n",
"17585 NaN NaN \n",
"17586 NaN NaN \n",
"17587 NaN NaN \n",
"17588 NaN NaN \n",
"\n",
" association \n",
"0 NaN \n",
"1 NaN \n",
"2 NaN \n",
"3 NaN \n",
"4 NaN \n",
"... ... \n",
"17584 NaN \n",
"17585 NaN \n",
"17586 NaN \n",
"17587 NaN \n",
"17588 NaN \n",
"\n",
"[17589 rows x 75 columns]"
]
},
"execution_count": 47,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"roar_df"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.3"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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