how-many-igsns.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "d3e24b8a-e1a3-42e9-9d24-19b6ce0b1071",
   "metadata": {},
   "source": [
    "## How many public IGSNs are there?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "a9fa2bff-8716-4bcc-b738-eeda11992449",
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "import os\n",
    "import requests\n",
    "\n",
    "api_endpoint = 'https://api.datacite.org/'\n",
    "\n",
    "headers = {\n",
    "    'Content-Type': 'application/vnd.api+json',\n",
    "}"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5804199e-18eb-437b-82fa-acf318b9018b",
   "metadata": {},
   "source": [
    "## Is this DOI an IGSN?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "5c521af9-a5a3-4aaf-b3e8-73335de8bb94",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "10.58030/kielbot0007081 IS an IGSN\n",
      "10.14454/FXWS-0523 IS NOT an IGSN\n"
     ]
    }
   ],
   "source": [
    "import json\n",
    "import requests\n",
    "\n",
    "dois = [\"10.58030/kielbot0007081\", \"10.14454/FXWS-0523\"]\n",
    "\n",
    "for doi in dois:\n",
    "    metadata = json.loads(requests.request(\"GET\", 'https://api.datacite.org/dois/' + doi, headers = {'Content-Type': 'application/vnd.api+json'}).text)\n",
    "    resourceTypeGeneral = metadata['data']['attributes']['types']['resourceTypeGeneral']\n",
    "    clientType = json.loads(requests.request(\"GET\", 'https://api.datacite.org/clients/' + metadata['data']['relationships']['client']['data']['id'], headers = {'Content-Type': 'application/vnd.api+json'}).text)['data']['attributes']['clientType']\n",
    "    \n",
    "    if resourceTypeGeneral == 'PhysicalObject' and clientType == 'igsnCatalog':\n",
    "        print(doi + ' IS an IGSN')\n",
    "    else:\n",
    "        print(doi + ' IS NOT an IGSN')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "96e8df66-b9de-4568-92af-b25f4f849680",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'igsnCatalog'"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "metadata['data']['attributes']['clientType']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "3f4429e9-b378-485b-82f0-2934fd26f1ec",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Getting information for igsnCatalog\n",
      "Writing to igsnCatalog/clients.json\n",
      "29 clients found\n",
      "AGRepositoryIGSN (HYPC.PGXTAC):\t293\n",
      "ARDC IGSN Repository (ARDCX.ARDC3):\t0\n",
      "AuScope IGSN Sample Repository (AUSCOPE.REPO2):\t0\n",
      "BGR-IGSN-Repository-Bohrkerne (PANGAEA.BGR):\t1056\n",
      "BGR-IGSN-Repository-Sammlungen (GDTQ.IGSN-GEWISDB):\t0\n",
      "Botanical Institute (Kiel Herbarium) (FNMA.XSSOJY):\t31\n",
      "CSIRO IGSN (ZWUX.CSIRO-IGSN):\t29978\n",
      "DAPHNE4NFDI Kiel University (FNMA.QIMIGB):\t0\n",
      "Division Technique de l'INSU (JBRU.DTINSU):\t21914\n",
      "GEO Big Data Open Platform (OGCD.GNMXKD):\t187\n",
      "GeoB Core Repository (PANGAEA.GEOB):\t0\n",
      "GEOMAR BIS Biosample Repository (HEMA.NDVOEF):\t0\n",
      "GEOMAR Geological Samples (FNMA.YTWWWW):\t450\n",
      "GFZ IGSN Sample Catalogue (GFZ.IGSN):\t36509\n",
      "IFREMER Sample Repository (EUVI.IFREMERIGSN):\t43641\n",
      "IGSN ID registration for Geoscience SAMPLES data (VVHA.DRNXJP):\t1525839\n",
      "IODP Bre­men Core Re­pos­it­ory (PANGAEA.IBCR):\t128735\n",
      "LDRepositoryIGSN (HYPC.ALEGBJ):\t21\n",
      "Legacy IGSN ID re-registration for Geoscience Australia SAMPLES data (VVHA.GLVITU):\t4418575\n",
      "MARUM Bremen Core Repository (PANGAEA.MBCR):\t32601\n",
      "SESAR_BGS (XAQP.WDMOMZ):\t68916\n",
      "SESAR_ODP (XAQP.TDFIRF):\t3518055\n",
      "SESAR_Smithsonian (XAQP.SXMOOH):\t397791\n",
      "SESAR_USGS (XAQP.ZQNEHK):\t10270\n",
      "Stanford Doerr School of Sustainability Geoscience Specimen Collection (SUL.GSC):\t0\n",
      "System for Earth Sample Registration (SESAR) (CUL.GKRGCT):\t1060295\n",
      "United States Geological Survey IGSN (PRYL.IGSN):\t0\n",
      "UWA IGSN Service (UNIWA.REPO4):\t0\n",
      "XXRepositoryIGSN (HYPC.YTSRVU):\t3175\n",
      "Found 11298332 DOIs\n",
      "Done.\n"
     ]
    }
   ],
   "source": [
    "clientTypes = ['igsnCatalog']\n",
    "\n",
    "total = 0\n",
    "\n",
    "path = 'reports'\n",
    "if not os.path.exists(path):\n",
    "    os.mkdir(path)\n",
    "    \n",
    "for clientType in clientTypes:\n",
    "    url = api_endpoint + 'clients?page[number]=1&page[size]=1000&client-type=' + clientType\n",
    "    print('Getting information for ' + clientType)\n",
    "    response = requests.request(\"GET\", url, headers = headers)\n",
    "    clients = json.loads(response.text)\n",
    "    print('Writing to ' + clientType + '/clients.json')\n",
    "    if not os.path.exists(path + '/'+ clientType):\n",
    "        os.mkdir(path + '/'+ clientType)\n",
    "    with open(path + '/'+ clientType + '/clients.json', 'w+') as jsonfile:\n",
    "        json.dump(clients, jsonfile, indent=3)\n",
    "    print(str(len(clients['data'])) + ' clients found')\n",
    "    for client in clients['data']:\n",
    "        clientName = client['attributes']['name']\n",
    "        clientID = client['attributes']['symbol']\n",
    "        url = api_endpoint + 'dois?page[number]=1&page[size]=1&client-id=' + clientID\n",
    "        response = requests.request(\"GET\", url, headers = headers)\n",
    "        clientData = json.loads(response.text)\n",
    "        print(clientName + ' (' + client['attributes']['symbol'] + '):\\t' + str(clientData['meta']['total']))\n",
    "        total += clientData['meta']['total']\n",
    "        if not os.path.exists(path + '/'+ clientType):\n",
    "            os.mkdir(path + '/'+ clientType)\n",
    "        with open(path + '/'+ clientType + '/' + clientID + '.json', 'w+') as jsonfile:\n",
    "            json.dump(clientData, jsonfile, indent=3)\n",
    "print('Found ' + str(total) + ' DOIs')\n",
    "print('Done.')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7f4c4eb3-ab87-4b25-a420-515ca09ecb5c",
   "metadata": {},
   "outputs": [],
   "source": [
    "print('Found ' + str(total) + ' DOIs')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "267cef48-570e-49a0-a6f2-cbe77da55e7f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'data': [{'id': 'hypc.pgxtac',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'AGRepositoryIGSN',\n",
       "    'symbol': 'HYPC.PGXTAC',\n",
       "    'year': 2023,\n",
       "    'alternateName': None,\n",
       "    'description': None,\n",
       "    'language': [],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {},\n",
       "    'url': None,\n",
       "    'created': '2023-01-20T07:33:59Z',\n",
       "    'updated': '2023-03-29T15:27:03Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'hypc', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.58056', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'ardcx.ardc3',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'ARDC IGSN Repository',\n",
       "    'symbol': 'ARDCX.ARDC3',\n",
       "    'year': 2023,\n",
       "    'alternateName': None,\n",
       "    'description': 'IGSN ID',\n",
       "    'language': [],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {},\n",
       "    'url': None,\n",
       "    'created': '2023-03-14T05:38:26Z',\n",
       "    'updated': '2023-03-22T14:06:45Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'ardcx',\n",
       "      'type': 'providers'}},\n",
       "    'consortium': {'data': {'id': 'ARDC', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.25813', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'auscope.repo2',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'AuScope IGSN Sample Repository',\n",
       "    'symbol': 'AUSCOPE.REPO2',\n",
       "    'year': 2023,\n",
       "    'alternateName': None,\n",
       "    'description': None,\n",
       "    'language': [],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {'issnl': None, 'print': None, 'electronic': None},\n",
       "    'url': None,\n",
       "    'created': '2023-11-20T05:25:30Z',\n",
       "    'updated': '2024-01-16T09:16:34Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'auscope',\n",
       "      'type': 'providers'}},\n",
       "    'consortium': {'data': {'id': 'ARDC', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.60579', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'pangaea.bgr',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'BGR-IGSN-Repository-Bohrkerne',\n",
       "    'symbol': 'PANGAEA.BGR',\n",
       "    'year': 2023,\n",
       "    'alternateName': 'Bohrkerne-DB-IGSN',\n",
       "    'description': 'This is an IGSN ID Repository and is only used to register IGSN IDs for the BGR core database.',\n",
       "    'language': ['en'],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*.bgr-berlin-bohrkernlager.de,*.datacite.org',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {'issnl': None, 'print': None, 'electronic': None},\n",
       "    'url': None,\n",
       "    'created': '2023-04-20T20:24:47Z',\n",
       "    'updated': '2023-05-12T16:48:09Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'gdtq', 'type': 'providers'}},\n",
       "    'consortium': {'data': {'id': 'tibco', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.60482', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'gdtq.igsn-gewisdb',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'BGR-IGSN-Repository-Sammlungen',\n",
       "    'symbol': 'GDTQ.IGSN-GEWISDB',\n",
       "    'year': 2023,\n",
       "    'alternateName': 'Sammlungen-BGR-IGSN',\n",
       "    'description': 'This is an IGSN ID Repository and is only used to register IGSN IDs for the BGR collections database (GEWIS).',\n",
       "    'language': ['de'],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {'issnl': None, 'print': None, 'electronic': None},\n",
       "    'url': None,\n",
       "    'created': '2023-04-20T06:49:48Z',\n",
       "    'updated': '2023-05-12T16:49:31Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'gdtq', 'type': 'providers'}},\n",
       "    'consortium': {'data': {'id': 'tibco', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.60475', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'fnma.xssojy',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'Botanical Institute (Kiel Herbarium)',\n",
       "    'symbol': 'FNMA.XSSOJY',\n",
       "    'year': 2022,\n",
       "    'alternateName': None,\n",
       "    'description': None,\n",
       "    'language': [],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {},\n",
       "    'url': None,\n",
       "    'created': '2022-12-08T09:08:06Z',\n",
       "    'updated': '2023-03-29T14:42:09Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'fnma', 'type': 'providers'}},\n",
       "    'consortium': {'data': {'id': 'tibco', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.58030', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'zwux.csiro-igsn',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'CSIRO IGSN',\n",
       "    'symbol': 'ZWUX.CSIRO-IGSN',\n",
       "    'year': 2023,\n",
       "    'alternateName': None,\n",
       "    'description': 'IGSN ID',\n",
       "    'language': [],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {'issnl': None, 'print': None, 'electronic': None},\n",
       "    'url': None,\n",
       "    'created': '2023-03-09T23:12:24Z',\n",
       "    'updated': '2023-09-08T11:45:20Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'zwux', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.58108', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'fnma.qimigb',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'DAPHNE4NFDI Kiel University',\n",
       "    'symbol': 'FNMA.QIMIGB',\n",
       "    'year': 2023,\n",
       "    'alternateName': None,\n",
       "    'description': 'IGSN Repository for Kiel University registrations within DAPHNE4NFDI.',\n",
       "    'language': [],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {'issnl': None, 'print': None, 'electronic': None},\n",
       "    'url': None,\n",
       "    'created': '2023-11-10T11:56:22Z',\n",
       "    'updated': '2023-11-10T11:59:52Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'fnma', 'type': 'providers'}},\n",
       "    'consortium': {'data': {'id': 'tibco', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.60578', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'jbru.dtinsu',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': \"Division Technique de l'INSU\",\n",
       "    'symbol': 'JBRU.DTINSU',\n",
       "    'year': 2022,\n",
       "    'alternateName': 'DT INSU  UAR 855 du CNRS',\n",
       "    'description': 'IGSN ID Repository',\n",
       "    'language': [],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {},\n",
       "    'url': None,\n",
       "    'created': '2022-11-17T10:12:31Z',\n",
       "    'updated': '2023-03-29T14:35:24Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'jbru', 'type': 'providers'}},\n",
       "    'consortium': {'data': {'id': 'inistco', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.57977', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'ogcd.gnmxkd',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'GEO Big Data Open Platform',\n",
       "    'symbol': 'OGCD.GNMXKD',\n",
       "    'year': 2022,\n",
       "    'alternateName': None,\n",
       "    'description': 'IGSN ID repository',\n",
       "    'language': [],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {},\n",
       "    'url': None,\n",
       "    'created': '2022-04-25T10:49:31Z',\n",
       "    'updated': '2023-03-29T14:28:08Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'ogcd', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.57777', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'pangaea.geob',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'GeoB Core Repository',\n",
       "    'symbol': 'PANGAEA.GEOB',\n",
       "    'year': 2023,\n",
       "    'alternateName': 'GeoB',\n",
       "    'description': None,\n",
       "    'language': ['en'],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*.pangaea.de',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {},\n",
       "    'url': None,\n",
       "    'created': '2023-03-09T17:32:13Z',\n",
       "    'updated': '2023-03-29T14:48:39Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'pangaea',\n",
       "      'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.58104', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'hema.ndvoef',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'GEOMAR BIS Biosample Repository',\n",
       "    'symbol': 'HEMA.NDVOEF',\n",
       "    'year': 2023,\n",
       "    'alternateName': None,\n",
       "    'description': 'Biosample management system',\n",
       "    'language': [],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {},\n",
       "    'url': None,\n",
       "    'created': '2023-05-17T06:53:35Z',\n",
       "    'updated': '2023-12-21T14:02:20Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'hema', 'type': 'providers'}},\n",
       "    'consortium': {'data': {'id': 'TIBCO', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.60488', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'fnma.ytwwww',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'GEOMAR Geological Samples',\n",
       "    'symbol': 'FNMA.YTWWWW',\n",
       "    'year': 2022,\n",
       "    'alternateName': None,\n",
       "    'description': None,\n",
       "    'language': [],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {'issnl': None, 'print': None, 'electronic': None},\n",
       "    'url': None,\n",
       "    'created': '2022-12-08T09:09:11Z',\n",
       "    'updated': '2023-05-17T13:03:23Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'hema', 'type': 'providers'}},\n",
       "    'consortium': {'data': {'id': 'TIBCO', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.58031', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'gfz.igsn',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'GFZ IGSN Sample Catalogue',\n",
       "    'symbol': 'GFZ.IGSN',\n",
       "    'year': 2023,\n",
       "    'alternateName': None,\n",
       "    'description': 'This repository represents the IGSN Sample Catalogue of GFZ Data Services.',\n",
       "    'language': ['en'],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*.gfz-potsdam.de,*.uni-koeln.de,',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {'issnl': None, 'print': None, 'electronic': None},\n",
       "    'url': 'https://dataservices.gfz-potsdam.de/igsn-new/',\n",
       "    'created': '2023-03-17T16:18:34Z',\n",
       "    'updated': '2023-10-12T12:14:28Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'gfz', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.60510', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'euvi.ifremerigsn',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'IFREMER Sample Repository',\n",
       "    'symbol': 'EUVI.IFREMERIGSN',\n",
       "    'year': 2022,\n",
       "    'alternateName': None,\n",
       "    'description': None,\n",
       "    'language': [],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {},\n",
       "    'url': None,\n",
       "    'created': '2022-11-08T11:07:22Z',\n",
       "    'updated': '2023-03-29T14:30:54Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'euvi', 'type': 'providers'}},\n",
       "    'consortium': {'data': {'id': 'inistco', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.58006', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'vvha.drnxjp',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'IGSN ID registration for Geoscience SAMPLES data',\n",
       "    'symbol': 'VVHA.DRNXJP',\n",
       "    'year': 2023,\n",
       "    'alternateName': None,\n",
       "    'description': 'IGSN ID',\n",
       "    'language': [],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {},\n",
       "    'url': None,\n",
       "    'created': '2023-04-21T05:09:58Z',\n",
       "    'updated': '2023-04-24T20:54:31Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'vvha', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.60494', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'pangaea.ibcr',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'IODP Bre\\xadmen Core Re\\xadpos\\xadit\\xadory',\n",
       "    'symbol': 'PANGAEA.IBCR',\n",
       "    'year': 2023,\n",
       "    'alternateName': 'IBCR',\n",
       "    'description': None,\n",
       "    'language': ['en'],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*.pangaea.de',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {},\n",
       "    'url': None,\n",
       "    'created': '2023-03-09T17:30:25Z',\n",
       "    'updated': '2023-03-29T14:50:25Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'pangaea',\n",
       "      'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.58100', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'hypc.alegbj',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'LDRepositoryIGSN',\n",
       "    'symbol': 'HYPC.ALEGBJ',\n",
       "    'year': 2023,\n",
       "    'alternateName': None,\n",
       "    'description': None,\n",
       "    'language': [],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {},\n",
       "    'url': None,\n",
       "    'created': '2023-01-20T07:34:45Z',\n",
       "    'updated': '2023-03-29T15:28:47Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'hypc', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.58057', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'vvha.glvitu',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'Legacy IGSN ID re-registration for Geoscience Australia SAMPLES data',\n",
       "    'symbol': 'VVHA.GLVITU',\n",
       "    'year': 2023,\n",
       "    'alternateName': None,\n",
       "    'description': 'Legacy IGSN ID re-registration',\n",
       "    'language': [],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {'issnl': None, 'print': None, 'electronic': None},\n",
       "    'url': None,\n",
       "    'created': '2023-05-17T03:18:46Z',\n",
       "    'updated': '2023-06-13T21:18:01Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'vvha', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.60516', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'pangaea.mbcr',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'MARUM Bremen Core Repository',\n",
       "    'symbol': 'PANGAEA.MBCR',\n",
       "    'year': 2023,\n",
       "    'alternateName': 'MBCR',\n",
       "    'description': None,\n",
       "    'language': [],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*.pangaea.de',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {},\n",
       "    'url': None,\n",
       "    'created': '2023-03-09T17:25:32Z',\n",
       "    'updated': '2023-03-29T14:47:01Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'pangaea',\n",
       "      'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.58095', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'xaqp.wdmomz',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'SESAR_BGS',\n",
       "    'symbol': 'XAQP.WDMOMZ',\n",
       "    'year': 2023,\n",
       "    'alternateName': None,\n",
       "    'description': None,\n",
       "    'language': [],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {},\n",
       "    'url': None,\n",
       "    'created': '2023-12-01T19:32:53Z',\n",
       "    'updated': '2023-12-08T15:59:32Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'xaqp', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.60665', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'xaqp.tdfirf',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'SESAR_ODP',\n",
       "    'symbol': 'XAQP.TDFIRF',\n",
       "    'year': 2023,\n",
       "    'alternateName': None,\n",
       "    'description': None,\n",
       "    'language': [],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {},\n",
       "    'url': None,\n",
       "    'created': '2023-03-16T17:47:32Z',\n",
       "    'updated': '2023-03-30T16:31:02Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'xaqp', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.60471', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'xaqp.sxmooh',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'SESAR_Smithsonian',\n",
       "    'symbol': 'XAQP.SXMOOH',\n",
       "    'year': 2023,\n",
       "    'alternateName': None,\n",
       "    'description': None,\n",
       "    'language': [],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {},\n",
       "    'url': None,\n",
       "    'created': '2023-03-28T21:44:45Z',\n",
       "    'updated': '2023-03-29T19:55:24Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'xaqp', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.58151', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'xaqp.zqnehk',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'SESAR_USGS',\n",
       "    'symbol': 'XAQP.ZQNEHK',\n",
       "    'year': 2023,\n",
       "    'alternateName': None,\n",
       "    'description': 'IGSN sample registrations in SESAR for USGS samples',\n",
       "    'language': [],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {'issnl': None, 'print': None, 'electronic': None},\n",
       "    'url': None,\n",
       "    'created': '2023-03-13T20:39:37Z',\n",
       "    'updated': '2023-04-26T19:59:01Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'pryl', 'type': 'providers'}},\n",
       "    'consortium': {'data': {'id': 'usgsco', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.58136', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'sul.gsc',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'Stanford Doerr School of Sustainability Geoscience Specimen Collection',\n",
       "    'symbol': 'SUL.GSC',\n",
       "    'year': 2023,\n",
       "    'alternateName': 'SDSS Geoscience Specimen Collection',\n",
       "    'description': 'The Stanford Doerr School of Sustainability Geoscience Specimen Collection contains samples of rocks, minerals, fossils, soil, cores, and other geological materials and their derivatives. These samples are the result of Stanford research and date to the founding of the University. Samples may be requested for research, teaching, and other related use-cases.',\n",
       "    'language': ['en'],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {'issnl': None, 'print': None, 'electronic': None},\n",
       "    'url': None,\n",
       "    'created': '2023-11-15T13:55:18Z',\n",
       "    'updated': '2023-11-16T02:03:30Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'sul', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.60936', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'cul.gkrgct',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'System for Earth Sample Registration (SESAR)',\n",
       "    'symbol': 'CUL.GKRGCT',\n",
       "    'year': 2023,\n",
       "    'alternateName': 'SESAR',\n",
       "    'description': 'SESAR IGSN ID Repository.',\n",
       "    'language': [],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {},\n",
       "    'url': None,\n",
       "    'created': '2023-01-17T19:38:46Z',\n",
       "    'updated': '2023-03-30T15:52:48Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'xaqp', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.58052', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'pryl.igsn',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'United States Geological Survey IGSN',\n",
       "    'symbol': 'PRYL.IGSN',\n",
       "    'year': 2022,\n",
       "    'alternateName': 'USGS IGSN',\n",
       "    'description': 'International Generic Sample Number Identifiers (IGSN IDs) for physical specimens for the United States Geological Survey and its funded research.',\n",
       "    'language': ['en'],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {},\n",
       "    'url': None,\n",
       "    'created': '2022-10-28T11:53:16Z',\n",
       "    'updated': '2023-03-29T14:27:27Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'pryl', 'type': 'providers'}},\n",
       "    'consortium': {'data': {'id': 'usgsco', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.57993', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'uniwa.repo4',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'UWA IGSN Service',\n",
       "    'symbol': 'UNIWA.REPO4',\n",
       "    'year': 2024,\n",
       "    'alternateName': None,\n",
       "    'description': None,\n",
       "    'language': [],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*.uwa.edu.au',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {'issnl': None, 'print': None, 'electronic': None},\n",
       "    'url': None,\n",
       "    'created': '2024-01-08T05:48:23Z',\n",
       "    'updated': '2024-01-08T06:12:52Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'uniwa',\n",
       "      'type': 'providers'}},\n",
       "    'consortium': {'data': {'id': 'ARDC', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.60607', 'type': 'prefixes'}]}}},\n",
       "  {'id': 'hypc.ytsrvu',\n",
       "   'type': 'clients',\n",
       "   'attributes': {'name': 'XXRepositoryIGSN',\n",
       "    'symbol': 'HYPC.YTSRVU',\n",
       "    'year': 2023,\n",
       "    'alternateName': None,\n",
       "    'description': None,\n",
       "    'language': [],\n",
       "    'clientType': 'igsnCatalog',\n",
       "    'domains': '*',\n",
       "    're3data': None,\n",
       "    'opendoar': None,\n",
       "    'issn': {},\n",
       "    'url': None,\n",
       "    'created': '2023-03-17T08:50:55Z',\n",
       "    'updated': '2023-03-29T15:34:51Z',\n",
       "    'isActive': True},\n",
       "   'relationships': {'provider': {'data': {'id': 'hypc', 'type': 'providers'}},\n",
       "    'prefixes': {'data': [{'id': '10.60470', 'type': 'prefixes'}]}}}],\n",
       " 'meta': {'total': 29,\n",
       "  'totalPages': 1,\n",
       "  'page': 1,\n",
       "  'years': [{'id': '2024', 'title': '2024', 'count': 1},\n",
       "   {'id': '2023', 'title': '2023', 'count': 22},\n",
       "   {'id': '2022', 'title': '2022', 'count': 6}],\n",
       "  'providers': [{'id': 'xaqp',\n",
       "    'title': 'Interdisciplinary Earth Data Alliance (IEDA)',\n",
       "    'count': 4},\n",
       "   {'id': 'hypc', 'title': 'Lithodat Pty. Ltd.', 'count': 3},\n",
       "   {'id': 'pangaea', 'title': 'PANGAEA', 'count': 3},\n",
       "   {'id': 'fnma',\n",
       "    'title': 'Christian-Albrechts-Universität zu Kiel',\n",
       "    'count': 2},\n",
       "   {'id': 'gdtq',\n",
       "    'title': 'Federal Institute for Geosciences and Natural Resources',\n",
       "    'count': 2},\n",
       "   {'id': 'hema',\n",
       "    'title': 'GEOMAR Helmholtz-Zentrum für Ozeanforschung Kiel',\n",
       "    'count': 2},\n",
       "   {'id': 'pryl', 'title': 'United States Geological Survey', 'count': 2},\n",
       "   {'id': 'vvha', 'title': 'Geoscience Australia', 'count': 2},\n",
       "   {'id': 'ardcx', 'title': 'Australian Research Data Commons', 'count': 1},\n",
       "   {'id': 'auscope', 'title': 'AuScope', 'count': 1}],\n",
       "  'software': [{'id': 'other', 'title': 'Other', 'count': 5}],\n",
       "  'certificates': [],\n",
       "  'repository_types': [{'id': 'institutional',\n",
       "    'title': 'Institutional',\n",
       "    'count': 7},\n",
       "   {'id': 'disciplinary', 'title': 'Disciplinary', 'count': 1},\n",
       "   {'id': 'governmental', 'title': 'Governmental', 'count': 1},\n",
       "   {'id': 'multidisciplinary', 'title': 'Multidisciplinary', 'count': 1},\n",
       "   {'id': 'project-related', 'title': 'Project Related', 'count': 1}],\n",
       "  'clientTypes': [{'id': 'igsnCatalog',\n",
       "    'title': 'IGSN ID Catalog',\n",
       "    'count': 29}]},\n",
       " 'links': {'self': 'https://api.datacite.org/clients?page%5Bnumber%5D=1&page%5Bsize%5D=1000&client-type=igsnCatalog'}}"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "clients"
   ]
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