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rerunning notebooks

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Andrea Mannocci 2 years ago
parent 6c71bde5f8
commit e537f30a32
6 changed files with 2457 additions and 2397 deletions
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412
notebooks/01.1-exploration-re3data.ipynb
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@ -237,7 +237,7 @@
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@ -272,7 +272,7 @@
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676
notebooks/01.2-exploration-opendoar.ipynb
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" <td>institutional</td>\n",
" <td>[\"cs\", \"en\", \"hu\", \"ru\"]</td>\n",
" <td>2021-03-25 09:48:31</td>\n",
" <td>2006-01-04 14:59:30</td>\n",
" <td>[\"multidisciplinary\"]</td>\n",
" <td>[unpub_reports_and_working_papers]</td>\n",
" <td>[{'name': 'central european university', 'alte...</td>\n",
" <td>[]</td>\n",
" <td>{\"name\": \"eprints\", \"version\": \"2.2.1\"}</td>\n",
" <td>http://rss.archives.ceu.hu/perl/oai2</td>\n",
" <td>2022-01-12 15:34:53</td>\n",
" <td>2006-01-13 12:48:32</td>\n",
" <td>[arts, science, technology, engineering, mathe...</td>\n",
" <td>[journal_articles, conference_and_workshop_pap...</td>\n",
" <td>[{'name': 'centre pour la communication scient...</td>\n",
" <td>[]</td>\n",
" <td>{\"name\": \"hal\", \"version\": \"\"}</td>\n",
" <td>https://api.archives-ouvertes.fr/oai/archivesic</td>\n",
" <td>yes</td>\n",
" <td>fully_functional</td>\n",
" <td>NaN</td>\n",
" <td>164.0</td>\n",
" <td>55492.0</td>\n",
" <td>1137498.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>151</td>\n",
" <td>{\"name\": \"cadmus, eui research repository\", \"l...</td>\n",
" <td>93</td>\n",
" <td>{\"name\": \"digitalcommons@the texas medical cen...</td>\n",
" <td>[]</td>\n",
" <td>http://cadmus.eui.eu/</td>\n",
" <td>cadmus is the name of the eui research reposit...</td>\n",
" <td>http://digitalcommons.library.tmc.edu/</td>\n",
" <td>NaN</td>\n",
" <td>institutional</td>\n",
" <td>[\"nl\", \"en\", \"fr\", \"de\", \"it\"]</td>\n",
" <td>2021-09-13 13:35:36</td>\n",
" <td>2006-01-04 12:07:07</td>\n",
" <td>[\"history and archaeology\", \"multidisciplinary...</td>\n",
" <td>[journal_articles, theses_and_dissertations, u...</td>\n",
" <td>[{'name': 'european university institute', 'al...</td>\n",
" <td>[{\"policy_url\": \"https://www.eui.eu/research/e...</td>\n",
" <td>{\"name\": \"dspace\", \"version\": \"5.2\"}</td>\n",
" <td>http://cadmus.eui.eu/oai/request</td>\n",
" <td>[]</td>\n",
" <td>2022-01-12 15:34:53</td>\n",
" <td>2006-02-14 11:16:12</td>\n",
" <td>[health and medicine]</td>\n",
" <td>[journal_articles, theses_and_dissertations]</td>\n",
" <td>[{'name': 'texas medical center', 'alternative...</td>\n",
" <td>[]</td>\n",
" <td>{\"name\": \"other\", \"version\": \"\"}</td>\n",
" <td>http://digitalcommons.library.tmc.edu/do/oai/</td>\n",
" <td>yes</td>\n",
" <td>fully_functional</td>\n",
" <td>3867.0</td>\n",
" <td>24869.0</td>\n",
" <td>NaN</td>\n",
" <td>2658.0</td>\n",
" <td>7268.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>105</td>\n",
" <td>{\"name\": \"document server@uhasselt\", \"language...</td>\n",
" <td>68</td>\n",
" <td>{\"name\": \"cognitive sciences eprint archive\", ...</td>\n",
" <td>[{'acronym': 'cogprints'}]</td>\n",
" <td>http://cogprints.org/</td>\n",
" <td>NaN</td>\n",
" <td>disciplinary</td>\n",
" <td>[]</td>\n",
" <td>https://doclib.uhasselt.be/dspace/</td>\n",
" <td>this site is a university repository providing...</td>\n",
" <td>institutional</td>\n",
" <td>[\"nl\", \"en\", \"fr\", \"de\"]</td>\n",
" <td>2021-04-16 15:23:52</td>\n",
" <td>2006-01-24 15:46:44</td>\n",
" <td>[\"multidisciplinary\"]</td>\n",
" <td>2022-01-12 15:34:53</td>\n",
" <td>2006-01-04 15:01:23</td>\n",
" <td>[humanities, health and medicine, science, soc...</td>\n",
" <td>[journal_articles, conference_and_workshop_pap...</td>\n",
" <td>[{'name': 'uhasselt', 'alternativeName': 'hass...</td>\n",
" <td>[{'name': 'university of southampton', 'altern...</td>\n",
" <td>[]</td>\n",
" <td>{\"name\": \"dspace\", \"version\": \"1.7.2\"}</td>\n",
" <td>http://doclib.uhasselt.be/dspace-oai/request</td>\n",
" <td>{\"name\": \"eprints\", \"version\": \"\"}</td>\n",
" <td>http://cogprints.org/cgi/oai2</td>\n",
" <td>yes</td>\n",
" <td>fully_functional</td>\n",
" <td>0.0</td>\n",
" <td>27376.0</td>\n",
" <td>NaN</td>\n",
" <td>2895.0</td>\n",
" <td>4277.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>101</td>\n",
" <td>{\"name\": \"utrecht university repository\", \"lan...</td>\n",
" <td>84</td>\n",
" <td>{\"name\": \"digital commons@carleton college\", \"...</td>\n",
" <td>[]</td>\n",
" <td>http://dspace.library.uu.nl</td>\n",
" <td>this site is a university repository providing...</td>\n",
" <td>http://digitalcommons.carleton.edu/</td>\n",
" <td>NaN</td>\n",
" <td>institutional</td>\n",
" <td>[\"nl\", \"en\"]</td>\n",
" <td>2021-04-16 15:22:03</td>\n",
" <td>2006-01-13 12:55:13</td>\n",
" <td>[\"multidisciplinary\"]</td>\n",
" <td>[journal_articles, conference_and_workshop_pap...</td>\n",
" <td>[{'name': 'university of utrecht', 'alternativ...</td>\n",
" <td>[]</td>\n",
" <td>{\"name\": \"dspace\", \"version\": \"\"}</td>\n",
" <td>https://dspace.library.uu.nl/oai/request</td>\n",
" <td>2022-01-12 15:34:53</td>\n",
" <td>2006-01-04 16:07:58</td>\n",
" <td>[humanities, science, social sciences]</td>\n",
" <td>[journal_articles, unpub_reports_and_working_p...</td>\n",
" <td>[{'name': 'carleton college', 'alternativeName...</td>\n",
" <td>[]</td>\n",
" <td>{\"name\": \"other\", \"version\": \"\"}</td>\n",
" <td>NaN</td>\n",
" <td>yes</td>\n",
" <td>fully_functional</td>\n",
" <td>1686.0</td>\n",
" <td>185637.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>42.0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -192,102 +192,95 @@
],
"text/plain": [
" system_metadata.id repository_metadata.name \\\n",
"0 175 {\"name\": \"hku theses online\", \"language\": \"en\"} \n",
"1 64 {\"name\": \"research support scheme - central eu... \n",
"2 151 {\"name\": \"cadmus, eui research repository\", \"l... \n",
"3 105 {\"name\": \"document server@uhasselt\", \"language... \n",
"4 101 {\"name\": \"utrecht university repository\", \"lan... \n",
"0 134 {\"name\": \"eldorado - repository of the tu dort... \n",
"1 58 {\"name\": \"archive ouverte en sciences de linfo... \n",
"2 93 {\"name\": \"digitalcommons@the texas medical cen... \n",
"3 68 {\"name\": \"cognitive sciences eprint archive\", ... \n",
"4 84 {\"name\": \"digital commons@carleton college\", \"... \n",
"\n",
" repository_metadata.alternativename repository_metadata.url \\\n",
"0 [] http://hub.hku.hk/handle/10722/1057 \n",
"1 [] http://rss.archives.ceu.hu/ \n",
"2 [] http://cadmus.eui.eu/ \n",
"3 [] https://doclib.uhasselt.be/dspace/ \n",
"4 [] http://dspace.library.uu.nl \n",
" repository_metadata.alternativename \\\n",
"0 [{'name': 'eldorado - ressourcen aus und für l... \n",
"1 [{'acronym': '@rchivesic'}] \n",
"2 [] \n",
"3 [{'acronym': 'cogprints'}] \n",
"4 [] \n",
"\n",
" repository_metadata.description repository_metadata.type \\\n",
"0 this is an institutional repository providing ... institutional \n",
"1 this is an institutional repository collecting... institutional \n",
"2 cadmus is the name of the eui research reposit... institutional \n",
"3 this site is a university repository providing... institutional \n",
"4 this site is a university repository providing... institutional \n",
" repository_metadata.url repository_metadata.description \\\n",
"0 https://eldorado.tu-dortmund.de NaN \n",
"1 https://archivesic.ccsd.cnrs.fr NaN \n",
"2 http://digitalcommons.library.tmc.edu/ NaN \n",
"3 http://cogprints.org/ NaN \n",
"4 http://digitalcommons.carleton.edu/ NaN \n",
"\n",
" repository_metadata.content_languages system_metadata.date_modified \\\n",
"0 [\"zh\", \"en\"] 2021-03-25 10:16:18 \n",
"1 [\"cs\", \"en\", \"hu\", \"ru\"] 2021-03-25 09:48:31 \n",
"2 [\"nl\", \"en\", \"fr\", \"de\", \"it\"] 2021-09-13 13:35:36 \n",
"3 [\"nl\", \"en\", \"fr\", \"de\"] 2021-04-16 15:23:52 \n",
"4 [\"nl\", \"en\"] 2021-04-16 15:22:03 \n",
" repository_metadata.type repository_metadata.content_languages \\\n",
"0 institutional [] \n",
"1 institutional [] \n",
"2 institutional [] \n",
"3 disciplinary [] \n",
"4 institutional [] \n",
"\n",
" system_metadata.date_created \\\n",
"0 2005-12-21 12:44:08 \n",
"1 2006-01-04 14:59:30 \n",
"2 2006-01-04 12:07:07 \n",
"3 2006-01-24 15:46:44 \n",
"4 2006-01-13 12:55:13 \n",
" system_metadata.date_modified system_metadata.date_created \\\n",
"0 2022-01-12 15:34:54 2005-12-19 14:57:52 \n",
"1 2022-01-12 15:34:53 2006-01-13 12:48:32 \n",
"2 2022-01-12 15:34:53 2006-02-14 11:16:12 \n",
"3 2022-01-12 15:34:53 2006-01-04 15:01:23 \n",
"4 2022-01-12 15:34:53 2006-01-04 16:07:58 \n",
"\n",
" repository_metadata.content_subjects \\\n",
"0 [\"multidisciplinary\"] \n",
"1 [\"multidisciplinary\"] \n",
"2 [\"history and archaeology\", \"multidisciplinary... \n",
"3 [\"multidisciplinary\"] \n",
"4 [\"multidisciplinary\"] \n",
"0 [arts, humanities, science, mathematics, socia... \n",
"1 [arts, science, technology, engineering, mathe... \n",
"2 [health and medicine] \n",
"3 [humanities, health and medicine, science, soc... \n",
"4 [humanities, science, social sciences] \n",
"\n",
" repository_metadata.content_types \\\n",
"0 [bibliographic_references, theses_and_disserta... \n",
"1 [unpub_reports_and_working_papers] \n",
"2 [journal_articles, theses_and_dissertations, u... \n",
"0 [journal_articles, conference_and_workshop_pap... \n",
"1 [journal_articles, conference_and_workshop_pap... \n",
"2 [journal_articles, theses_and_dissertations] \n",
"3 [journal_articles, conference_and_workshop_pap... \n",
"4 [journal_articles, conference_and_workshop_pap... \n",
"4 [journal_articles, unpub_reports_and_working_p... \n",
"\n",
" organization \\\n",
"0 [{'name': 'university of hong kong', 'alternat... \n",
"1 [{'name': 'central european university', 'alte... \n",
"2 [{'name': 'european university institute', 'al... \n",
"3 [{'name': 'uhasselt', 'alternativeName': 'hass... \n",
"4 [{'name': 'university of utrecht', 'alternativ... \n",
"\n",
" policy_urls \\\n",
"0 [] \n",
"1 [] \n",
"2 [{\"policy_url\": \"https://www.eui.eu/research/e... \n",
"3 [] \n",
"4 [] \n",
" organization policy_urls \\\n",
"0 [{'name': 'technische universität dortmund', '... [] \n",
"1 [{'name': 'centre pour la communication scient... [] \n",
"2 [{'name': 'texas medical center', 'alternative... [] \n",
"3 [{'name': 'university of southampton', 'altern... [] \n",
"4 [{'name': 'carleton college', 'alternativeName... [] \n",
"\n",
" repository_metadata.software \\\n",
"0 {\"name\": \"dspace\", \"version\": \"cris-5.3.1-snap... \n",
"1 {\"name\": \"eprints\", \"version\": \"2.2.1\"} \n",
"2 {\"name\": \"dspace\", \"version\": \"5.2\"} \n",
"3 {\"name\": \"dspace\", \"version\": \"1.7.2\"} \n",
"4 {\"name\": \"dspace\", \"version\": \"\"} \n",
" repository_metadata.software \\\n",
"0 {\"name\": \"dspace\", \"version\": \"\"} \n",
"1 {\"name\": \"hal\", \"version\": \"\"} \n",
"2 {\"name\": \"other\", \"version\": \"\"} \n",
"3 {\"name\": \"eprints\", \"version\": \"\"} \n",
"4 {\"name\": \"other\", \"version\": \"\"} \n",
"\n",
" repository_metadata.oai_url \\\n",
"0 NaN \n",
"1 http://rss.archives.ceu.hu/perl/oai2 \n",
"2 http://cadmus.eui.eu/oai/request \n",
"3 http://doclib.uhasselt.be/dspace-oai/request \n",
"4 https://dspace.library.uu.nl/oai/request \n",
" repository_metadata.oai_url \\\n",
"0 https://eldorado.tu-dortmund.de/oai/request \n",
"1 https://api.archives-ouvertes.fr/oai/archivesic \n",
"2 http://digitalcommons.library.tmc.edu/do/oai/ \n",
"3 http://cogprints.org/cgi/oai2 \n",
"4 NaN \n",
"\n",
" system_metadata.publicly_visible repository_metadata.repository_status \\\n",
"0 yes fully_functional \n",
"1 yes fully_functional \n",
"2 yes fully_functional \n",
"3 yes fully_functional \n",
"4 yes fully_functional \n",
" system_metadata.publicly_visible repository_metadata.repository_status \\\n",
"0 yes NaN \n",
"1 yes NaN \n",
"2 yes NaN \n",
"3 yes NaN \n",
"4 yes NaN \n",
"\n",
" repository_metadata.fulltext_record_count \\\n",
"0 NaN \n",
"1 NaN \n",
"2 3867.0 \n",
"3 0.0 \n",
"4 1686.0 \n",
"0 9629.0 \n",
"1 55492.0 \n",
"2 2658.0 \n",
"3 2895.0 \n",
"4 NaN \n",
"\n",
" repository_metadata.metadata_record_count \n",
"0 11850.0 \n",
"1 164.0 \n",
"2 24869.0 \n",
"3 27376.0 \n",
"4 185637.0 "
"0 20963.0 \n",
"1 1137498.0 \n",
"2 7268.0 \n",
"3 4277.0 \n",
"4 42.0 "
]
},
"execution_count": 2,
@ -404,67 +397,67 @@
" <tbody>\n",
" <tr>\n",
" <th>count</th>\n",
" <td>5742</td>\n",
" <td>5742</td>\n",
" <td>2147</td>\n",
" <td>5742</td>\n",
" <td>5421</td>\n",
" <td>5742</td>\n",
" <td>5742</td>\n",
" <td>5742</td>\n",
" <td>5742</td>\n",
" <td>5742</td>\n",
" <td>5598</td>\n",
" <td>5742</td>\n",
" <td>5742</td>\n",
" <td>5742</td>\n",
" <td>4402</td>\n",
" <td>5742</td>\n",
" <td>5595</td>\n",
" <td>2.299000e+03</td>\n",
" <td>4.197000e+03</td>\n",
" <td>5811</td>\n",
" <td>5811</td>\n",
" <td>2155</td>\n",
" <td>5810</td>\n",
" <td>0.0</td>\n",
" <td>5810</td>\n",
" <td>5811</td>\n",
" <td>5811</td>\n",
" <td>5811</td>\n",
" <td>5644</td>\n",
" <td>5667</td>\n",
" <td>5811</td>\n",
" <td>5811</td>\n",
" <td>5811</td>\n",
" <td>4447</td>\n",
" <td>5811</td>\n",
" <td>0.0</td>\n",
" <td>2.292000e+03</td>\n",
" <td>4.184000e+03</td>\n",
" </tr>\n",
" <tr>\n",
" <th>unique</th>\n",
" <td>5742</td>\n",
" <td>5713</td>\n",
" <td>2107</td>\n",
" <td>5705</td>\n",
" <td>4619</td>\n",
" <td>5811</td>\n",
" <td>5780</td>\n",
" <td>2115</td>\n",
" <td>5772</td>\n",
" <td>NaN</td>\n",
" <td>4</td>\n",
" <td>330</td>\n",
" <td>2372</td>\n",
" <td>5573</td>\n",
" <td>821</td>\n",
" <td>477</td>\n",
" <td>5201</td>\n",
" <td>642</td>\n",
" <td>321</td>\n",
" <td>4370</td>\n",
" <td>1</td>\n",
" <td>7</td>\n",
" <td>171</td>\n",
" <td>5643</td>\n",
" <td>236</td>\n",
" <td>476</td>\n",
" <td>5212</td>\n",
" <td>678</td>\n",
" <td>32</td>\n",
" <td>4415</td>\n",
" <td>1</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>top</th>\n",
" <td>175</td>\n",
" <td>{\"name\": \"hiroshima associated repository port...</td>\n",
" <td>134</td>\n",
" <td>{\"name\": \"arch\", \"language\": \"en\"}</td>\n",
" <td>[{'acronym': 'aura'}]</td>\n",
" <td>http://harp.lib.hiroshima-u.ac.jp/</td>\n",
" <td>this site provides access to the research outp...</td>\n",
" <td>NaN</td>\n",
" <td>institutional</td>\n",
" <td>[\"en\"]</td>\n",
" <td>2020-09-18 12:53:48</td>\n",
" <td>[]</td>\n",
" <td>2022-01-12 15:35:47</td>\n",
" <td>2020-09-18 12:53:48</td>\n",
" <td>[\"multidisciplinary\"]</td>\n",
" <td>[science, technology, engineering, mathematics...</td>\n",
" <td>[theses_and_dissertations]</td>\n",
" <td>[{'name': 'rijksuniversiteit groningen', 'alte...</td>\n",
" <td>[]</td>\n",
" <td>{\"name\": \"dspace\", \"version\": \"\"}</td>\n",
" <td>https://kidoks.bsz-bw.de/oai</td>\n",
" <td>https://api.figshare.com/v2/oai</td>\n",
" <td>yes</td>\n",
" <td>fully_functional</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
@ -474,19 +467,19 @@
" <td>3</td>\n",
" <td>4</td>\n",
" <td>3</td>\n",
" <td>95</td>\n",
" <td>5096</td>\n",
" <td>1917</td>\n",
" <td>82</td>\n",
" <td>82</td>\n",
" <td>3227</td>\n",
" <td>465</td>\n",
" <td>NaN</td>\n",
" <td>5161</td>\n",
" <td>5811</td>\n",
" <td>73</td>\n",
" <td>81</td>\n",
" <td>3321</td>\n",
" <td>469</td>\n",
" <td>26</td>\n",
" <td>5098</td>\n",
" <td>822</td>\n",
" <td>5131</td>\n",
" <td>2273</td>\n",
" <td>3</td>\n",
" <td>5742</td>\n",
" <td>5276</td>\n",
" <td>5811</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
@ -509,8 +502,8 @@
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>5.010186e+03</td>\n",
" <td>1.760546e+05</td>\n",
" <td>5.022890e+03</td>\n",
" <td>1.765556e+05</td>\n",
" </tr>\n",
" <tr>\n",
" <th>std</th>\n",
@ -531,8 +524,8 @@
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>4.206295e+04</td>\n",
" <td>6.600825e+06</td>\n",
" <td>4.212648e+04</td>\n",
" <td>6.611068e+06</td>\n",
" </tr>\n",
" <tr>\n",
" <th>min</th>\n",
@ -576,7 +569,7 @@
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0.000000e+00</td>\n",
" <td>8.950000e+02</td>\n",
" <td>8.937500e+02</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50%</th>\n",
@ -597,8 +590,8 @@
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>4.220000e+02</td>\n",
" <td>4.026000e+03</td>\n",
" <td>4.225000e+02</td>\n",
" <td>4.012500e+03</td>\n",
" </tr>\n",
" <tr>\n",
" <th>75%</th>\n",
@ -619,8 +612,8 @@
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>2.930500e+03</td>\n",
" <td>1.630400e+04</td>\n",
" <td>2.931500e+03</td>\n",
" <td>1.629350e+04</td>\n",
" </tr>\n",
" <tr>\n",
" <th>max</th>\n",
@ -649,22 +642,22 @@
"</div>"
],
"text/plain": [
" system_metadata.id repository_metadata.name \\\n",
"count 5742 5742 \n",
"unique 5742 5713 \n",
"top 175 {\"name\": \"hiroshima associated repository port... \n",
"freq 1 3 \n",
"mean NaN NaN \n",
"std NaN NaN \n",
"min NaN NaN \n",
"25% NaN NaN \n",
"50% NaN NaN \n",
"75% NaN NaN \n",
"max NaN NaN \n",
" system_metadata.id repository_metadata.name \\\n",
"count 5811 5811 \n",
"unique 5811 5780 \n",
"top 134 {\"name\": \"arch\", \"language\": \"en\"} \n",
"freq 1 3 \n",
"mean NaN NaN \n",
"std NaN NaN \n",
"min NaN NaN \n",
"25% NaN NaN \n",
"50% NaN NaN \n",
"75% NaN NaN \n",
"max NaN NaN \n",
"\n",
" repository_metadata.alternativename \\\n",
"count 2147 \n",
"unique 2107 \n",
"count 2155 \n",
"unique 2115 \n",
"top [{'acronym': 'aura'}] \n",
"freq 4 \n",
"mean NaN \n",
@ -675,37 +668,24 @@
"75% NaN \n",
"max NaN \n",
"\n",
" repository_metadata.url \\\n",
"count 5742 \n",
"unique 5705 \n",
"top http://harp.lib.hiroshima-u.ac.jp/ \n",
"freq 3 \n",
"mean NaN \n",
"std NaN \n",
"min NaN \n",
"25% NaN \n",
"50% NaN \n",
"75% NaN \n",
"max NaN \n",
"\n",
" repository_metadata.description \\\n",
"count 5421 \n",
"unique 4619 \n",
"top this site provides access to the research outp... \n",
"freq 95 \n",
"mean NaN \n",
"std NaN \n",
"min NaN \n",
"25% NaN \n",
"50% NaN \n",
"75% NaN \n",
"max NaN \n",
" repository_metadata.url repository_metadata.description \\\n",
"count 5810 0.0 \n",
"unique 5772 NaN \n",
"top http://harp.lib.hiroshima-u.ac.jp/ NaN \n",
"freq 3 NaN \n",
"mean NaN NaN \n",
"std NaN NaN \n",
"min NaN NaN \n",
"25% NaN NaN \n",
"50% NaN NaN \n",
"75% NaN NaN \n",
"max NaN NaN \n",
"\n",
" repository_metadata.type repository_metadata.content_languages \\\n",
"count 5742 5742 \n",
"unique 4 330 \n",
"top institutional [\"en\"] \n",
"freq 5096 1917 \n",
"count 5810 5811 \n",
"unique 4 1 \n",
"top institutional [] \n",
"freq 5161 5811 \n",
"mean NaN NaN \n",
"std NaN NaN \n",
"min NaN NaN \n",
@ -715,10 +695,10 @@
"max NaN NaN \n",
"\n",
" system_metadata.date_modified system_metadata.date_created \\\n",
"count 5742 5742 \n",
"unique 2372 5573 \n",
"top 2020-09-18 12:53:48 2020-09-18 12:53:48 \n",
"freq 82 82 \n",
"count 5811 5811 \n",
"unique 171 5643 \n",
"top 2022-01-12 15:35:47 2020-09-18 12:53:48 \n",
"freq 73 81 \n",
"mean NaN NaN \n",
"std NaN NaN \n",
"min NaN NaN \n",
@ -727,24 +707,37 @@
"75% NaN NaN \n",
"max NaN NaN \n",
"\n",
" repository_metadata.content_subjects repository_metadata.content_types \\\n",
"count 5742 5598 \n",
"unique 821 477 \n",
"top [\"multidisciplinary\"] [theses_and_dissertations] \n",
"freq 3227 465 \n",
"mean NaN NaN \n",
"std NaN NaN \n",
"min NaN NaN \n",
"25% NaN NaN \n",
"50% NaN NaN \n",
"75% NaN NaN \n",
"max NaN NaN \n",
" repository_metadata.content_subjects \\\n",
"count 5644 \n",
"unique 236 \n",
"top [science, technology, engineering, mathematics... \n",
"freq 3321 \n",
"mean NaN \n",
"std NaN \n",
"min NaN \n",
"25% NaN \n",
"50% NaN \n",
"75% NaN \n",
"max NaN \n",
"\n",
" repository_metadata.content_types \\\n",
"count 5667 \n",
"unique 476 \n",
"top [theses_and_dissertations] \n",
"freq 469 \n",
"mean NaN \n",
"std NaN \n",
"min NaN \n",
"25% NaN \n",
"50% NaN \n",
"75% NaN \n",
"max NaN \n",
"\n",
" organization policy_urls \\\n",
"count 5742 5742 \n",
"unique 5201 642 \n",
"count 5811 5811 \n",
"unique 5212 678 \n",
"top [{'name': 'rijksuniversiteit groningen', 'alte... [] \n",
"freq 26 5098 \n",
"freq 26 5131 \n",
"mean NaN NaN \n",
"std NaN NaN \n",
"min NaN NaN \n",
@ -753,56 +746,69 @@
"75% NaN NaN \n",
"max NaN NaN \n",
"\n",
" repository_metadata.software repository_metadata.oai_url \\\n",
"count 5742 4402 \n",
"unique 321 4370 \n",
"top {\"name\": \"dspace\", \"version\": \"\"} https://kidoks.bsz-bw.de/oai \n",
"freq 822 3 \n",
"mean NaN NaN \n",
"std NaN NaN \n",
"min NaN NaN \n",
"25% NaN NaN \n",
"50% NaN NaN \n",
"75% NaN NaN \n",
"max NaN NaN \n",
" repository_metadata.software repository_metadata.oai_url \\\n",
"count 5811 4447 \n",
"unique 32 4415 \n",
"top {\"name\": \"dspace\", \"version\": \"\"} https://api.figshare.com/v2/oai \n",
"freq 2273 3 \n",
"mean NaN NaN \n",
"std NaN NaN \n",
"min NaN NaN \n",
"25% NaN NaN \n",
"50% NaN NaN \n",
"75% NaN NaN \n",
"max NaN NaN \n",
"\n",
" system_metadata.publicly_visible \\\n",
"count 5811 \n",
"unique 1 \n",
"top yes \n",
"freq 5811 \n",
"mean NaN \n",
"std NaN \n",
"min NaN \n",
"25% NaN \n",
"50% NaN \n",
"75% NaN \n",
"max NaN \n",
"\n",
" system_metadata.publicly_visible repository_metadata.repository_status \\\n",
"count 5742 5595 \n",
"unique 1 7 \n",
"top yes fully_functional \n",
"freq 5742 5276 \n",
"mean NaN NaN \n",
"std NaN NaN \n",
"min NaN NaN \n",
"25% NaN NaN \n",
"50% NaN NaN \n",
"75% NaN NaN \n",
"max NaN NaN \n",
" repository_metadata.repository_status \\\n",
"count 0.0 \n",
"unique NaN \n",
"top NaN \n",
"freq NaN \n",
"mean NaN \n",
"std NaN \n",
"min NaN \n",
"25% NaN \n",
"50% NaN \n",
"75% NaN \n",
"max NaN \n",
"\n",
" repository_metadata.fulltext_record_count \\\n",
"count 2.299000e+03 \n",
"count 2.292000e+03 \n",
"unique NaN \n",
"top NaN \n",
"freq NaN \n",
"mean 5.010186e+03 \n",
"std 4.206295e+04 \n",
"mean 5.022890e+03 \n",
"std 4.212648e+04 \n",
"min 0.000000e+00 \n",
"25% 0.000000e+00 \n",
"50% 4.220000e+02 \n",
"75% 2.930500e+03 \n",
"50% 4.225000e+02 \n",
"75% 2.931500e+03 \n",
"max 1.817531e+06 \n",
"\n",
" repository_metadata.metadata_record_count \n",
"count 4.197000e+03 \n",
"count 4.184000e+03 \n",
"unique NaN \n",
"top NaN \n",
"freq NaN \n",
"mean 1.760546e+05 \n",
"std 6.600825e+06 \n",
"mean 1.765556e+05 \n",
"std 6.611068e+06 \n",
"min 0.000000e+00 \n",
"25% 8.950000e+02 \n",
"50% 4.026000e+03 \n",
"75% 1.630400e+04 \n",
"25% 8.937500e+02 \n",
"50% 4.012500e+03 \n",
"75% 1.629350e+04 \n",
"max 4.200000e+08 "
]
},
@ -825,23 +831,23 @@
"text/plain": [
"system_metadata.id 0\n",
"repository_metadata.name 0\n",
"repository_metadata.alternativename 3595\n",
"repository_metadata.url 0\n",
"repository_metadata.description 321\n",
"repository_metadata.type 0\n",
"repository_metadata.alternativename 3656\n",
"repository_metadata.url 1\n",
"repository_metadata.description 5811\n",
"repository_metadata.type 1\n",
"repository_metadata.content_languages 0\n",
"system_metadata.date_modified 0\n",
"system_metadata.date_created 0\n",
"repository_metadata.content_subjects 0\n",
"repository_metadata.content_subjects 167\n",
"repository_metadata.content_types 144\n",
"organization 0\n",
"policy_urls 0\n",
"repository_metadata.software 0\n",
"repository_metadata.oai_url 1340\n",
"repository_metadata.oai_url 1364\n",
"system_metadata.publicly_visible 0\n",
"repository_metadata.repository_status 147\n",
"repository_metadata.fulltext_record_count 3443\n",
"repository_metadata.metadata_record_count 1545\n",
"repository_metadata.repository_status 5811\n",
"repository_metadata.fulltext_record_count 3519\n",
"repository_metadata.metadata_record_count 1627\n",
"dtype: int64"
]
},
@ -863,17 +869,17 @@
"data": {
"text/plain": [
"repository_metadata.content_types\n",
"bibliographic_references 865\n",
"books_chapters_and_sections 2194\n",
"conference_and_workshop_papers 1981\n",
"datasets 401\n",
"journal_articles 4030\n",
"learning_objects 789\n",
"other_special_item_types 1759\n",
"patents 182\n",
"software 92\n",
"theses_and_dissertations 3319\n",
"unpub_reports_and_working_papers 1904\n",
"bibliographic_references 858\n",
"books_chapters_and_sections 2246\n",
"conference_and_workshop_papers 2037\n",
"datasets 427\n",
"journal_articles 4069\n",
"learning_objects 807\n",
"other_special_item_types 1800\n",
"patents 200\n",
"software 105\n",
"theses_and_dissertations 3377\n",
"unpub_reports_and_working_papers 1953\n",
"dtype: int64"
]
},
@ -896,7 +902,7 @@
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},
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{
@ -496,7 +496,7 @@
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@ -515,7 +515,7 @@
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{
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@ -1374,7 +1374,7 @@
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@ -1420,7 +1420,7 @@
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@ -1431,7 +1431,7 @@
},
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"execution_count": 5,
"metadata": {},
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{
@ -1444,7 +1444,7 @@
"dtype: int64"
]
},
"execution_count": 12,
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"metadata": {},
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@ -1463,7 +1463,7 @@
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"name": "python3"
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],
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"name": "python3"
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