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First effor to combine the sources (unibi, road, doaj).
2024-12-11 11:44:22 +01:00
{
"cells": [
{
"cell_type": "code",
"execution_count": 2,
"id": "a1c389a9-62ab-41b9-9251-9e7427d6fc7c",
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "fb4b8dc4-b9c8-44be-92eb-f948626a07f1",
"metadata": {},
"outputs": [],
"source": [
"doaj = pd.read_csv('./input/doaj_20240704.csv')\n",
"road = pd.read_csv('./input/roadExtracted.tsv', sep = '\\t')\n",
"unibi = pd.read_csv('./input/issn_gold_oa_version_5.csv')"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "2cb425f9-62cd-4ccb-9893-3a9c88c8727e",
"metadata": {},
"outputs": [
{
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" <td>https://doaj.org/toc/65ed48d44b3545b48ff4cce5d...</td>\n",
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" <td>http://revistas.urosario.edu.co/index.php/empr...</td>\n",
" <td>NaN</td>\n",
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" <td>http://heraldchem.onu.edu.ua/</td>\n",
" <td>https://doaj.org/toc/f85d6c8856c046948ce751f56...</td>\n",
" <td>2007.0</td>\n",
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" <td>2021-01-20T11:23:59Z</td>\n",
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"text/plain": [
" Journal title \\\n",
"0 Comunicologia \n",
"1 Revista de Ciencia y Tecnología \n",
"2 Universidad y Empresa \n",
"3 Vìsnik Odesʹkogo Nacìonalʹnogo Unìversitetu: H... \n",
"4 Revista Nacional de Administración \n",
"... ... \n",
"20594 Al-Bidayah: Jurnal Pendidikan Dasar Islam \n",
"20595 Humanis \n",
"20596 Nordic Journal of Systematic Reviews in Education \n",
"20597 Nosocchu \n",
"20598 Telematika \n",
"\n",
" Journal URL \\\n",
"0 https://portalrevistas.ucb.br/index.php/RCEUCB \n",
"1 http://www.fceqyn.unam.edu.ar/recyt \n",
"2 http://revistas.urosario.edu.co/index.php/empr... \n",
"3 http://heraldchem.onu.edu.ua/ \n",
"4 https://revistas.uned.ac.cr/index.php/rna \n",
"... ... \n",
"20594 https://ejournal.uin-suka.ac.id/tarbiyah/albid... \n",
"20595 https://ojs.unud.ac.id/index.php/sastra \n",
"20596 https://noredreviews.org/ \n",
"20597 https://www.jsts.gr.jp/journal/index.html \n",
"20598 http://ejournal.amikompurwokerto.ac.id/index.p... \n",
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" URL in DOAJ \\\n",
"0 https://doaj.org/toc/5bdb6163652d4cb188d109e42... \n",
"1 https://doaj.org/toc/563943b7369942519c722ea03... \n",
"2 https://doaj.org/toc/65ed48d44b3545b48ff4cce5d... \n",
"3 https://doaj.org/toc/f85d6c8856c046948ce751f56... \n",
"4 https://doaj.org/toc/b9678203444b424fb65bf6ba1... \n",
"... ... \n",
"20594 https://doaj.org/toc/5f27fe7a43c64dc496c6fae17... \n",
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"20596 https://doaj.org/toc/cdd09afc02a0462aa398cff2c... \n",
"20597 https://doaj.org/toc/acf2dcf9525e4a0fb3d5057a5... \n",
"20598 https://doaj.org/toc/23fe884f1c474d3b82b1339e8... \n",
"\n",
" When did the journal start to publish all content using an open license? \\\n",
"0 2008.0 \n",
"1 1998.0 \n",
"2 1999.0 \n",
"3 2007.0 \n",
"4 2010.0 \n",
"... ... \n",
"20594 2009.0 \n",
"20595 2012.0 \n",
"20596 2023.0 \n",
"20597 2022.0 \n",
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" Alternative title \\\n",
"0 NaN \n",
"1 RECyT \n",
"2 Revista Universidad y Empresa \n",
"3 Odessa National University Herald: Chemistry \n",
"4 RNA \n",
"... ... \n",
"20594 Al-Bidayah \n",
"20595 Humanis: Journal of Arts and Humanities \n",
"20596 NaN \n",
"20597 Japanese Journal of Stroke \n",
"20598 NaN \n",
"\n",
" Journal ISSN (print version) Journal EISSN (online version) \\\n",
"0 NaN 1981-2132 \n",
"1 0329-8922 1851-7587 \n",
"2 0124-4639 2145-4558 \n",
"3 2304-0947 2414-5963 \n",
"4 1659-4908 1659-4932 \n",
"... ... ... \n",
"20594 2085-0034 2549-3388 \n",
"20595 2528-5076 2302-920X \n",
"20596 NaN 2704-1883 \n",
"20597 0912-0726 1883-1923 \n",
"20598 1979-925X 2442-4528 \n",
"\n",
" Keywords \\\n",
"0 communication \n",
"1 natural sciences, biology, biochemistry, pharm... \n",
"2 enterprises, management, internationalisation,... \n",
"3 chemistry \n",
"4 economics, business, entrepreneurship, public ... \n",
"... ... \n",
"20594 elementary education, primary school, elementa... \n",
"20595 culture, arts, mythology, religion \n",
"20596 systematic review, review protocol, education,... \n",
"20597 stroke, cerebrovascular disease, neurology, ne... \n",
"20598 information technology, information systems, m... \n",
"\n",
" Languages in which the journal accepts manuscripts \\\n",
"0 Portuguese \n",
"1 English, Portuguese, Spanish \n",
"2 English, Spanish \n",
"3 English, Russian, Ukrainian \n",
"4 Spanish \n",
"... ... \n",
"20594 English \n",
"20595 Indonesian, English \n",
"20596 Danish, Swedish, Norwegian Nynorsk, Norwegian ... \n",
"20597 Japanese \n",
"20598 Indonesian \n",
"\n",
" Publisher ... \\\n",
"0 Universidade Católica de Brasília ... \n",
"1 Universidad Nacional de Misiones ... \n",
"2 Universidad del Rosario ... \n",
"3 Odessa I. I. Mechnikov National University ... \n",
"4 Universidad Nacional de Educación a Distancia ... ... \n",
"... ... ... \n",
"20594 Study Program of Education for Islamic Element... ... \n",
"20595 Universitas Udayana ... \n",
"20596 Cappelen Damm Akademisk ... \n",
"20597 The Japan Stroke Society ... \n",
"20598 Sekolah Tinggi Manajemen Informatika dan Kompu... ... \n",
"\n",
" URL for journal's Open Access statement Continues \\\n",
"0 https://portalrevistas.ucb.br/index.php/RCEUCB... NaN \n",
"1 http://www.fceqyn.unam.edu.ar/recyt/index.php/... NaN \n",
"2 http://revistas.urosario.edu.co/index.php/empr... NaN \n",
"3 http://heraldchem.onu.edu.ua/about/editorialPo... NaN \n",
"4 https://revistas.uned.ac.cr/index.php/rna/about NaN \n",
"... ... ... \n",
"20594 https://ejournal.uin-suka.ac.id/tarbiyah/albid... NaN \n",
"20595 https://ojs.unud.ac.id/index.php/sastra/OpenAc... NaN \n",
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"20597 https://www.jsts.gr.jp/journal/index.html NaN \n",
"20598 http://ejournal.amikompurwokerto.ac.id/index.p... NaN \n",
"\n",
" Continued By LCC Codes \\\n",
"0 NaN P87-96|H \n",
"1 NaN T|Q \n",
"2 NaN HF1-6182|HF5001-6182 \n",
"3 NaN QD1-999 \n",
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"... ... ... \n",
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"20595 NaN P|H \n",
"20596 NaN LB5-3640 \n",
"20597 NaN RC31-1245 \n",
"20598 NaN T58.5-58.64 \n",
"\n",
" Subjects DOAJ Seal \\\n",
"0 Language and Literature: Philology. Linguistic... No \n",
"1 Technology | Science No \n",
"2 Social Sciences: Commerce: Business No \n",
"3 Science: Chemistry No \n",
"4 Political science: Political institutions and ... No \n",
"... ... ... \n",
"20594 Education No \n",
"20595 Language and Literature | Social Sciences No \n",
"20596 Education: Theory and practice of education No \n",
"20597 Medicine: Internal medicine No \n",
"20598 Technology: Technology (General): Industrial e... No \n",
"\n",
" Added on Date Last updated Date Number of Article Records \\\n",
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"1 2012-07-06T10:11:58Z 2017-11-08T13:48:27Z 0 \n",
"2 2011-04-18T17:00:43Z 2017-02-16T18:30:44Z 484 \n",
"3 2018-01-25T19:54:00Z 2018-01-25T19:54:00Z 459 \n",
"4 2019-10-09T13:59:49Z 2020-02-05T13:06:11Z 269 \n",
"... ... ... ... \n",
"20594 2019-09-20T04:29:05Z 2024-07-03T23:56:58Z 118 \n",
"20595 2019-11-21T16:42:01Z 2022-04-18T08:47:26Z 291 \n",
"20596 2024-07-04T07:10:48Z 2024-07-04T07:10:48Z 6 \n",
"20597 2024-07-04T07:40:16Z 2024-07-04T07:40:16Z 0 \n",
"20598 2017-08-07T12:00:13Z 2024-07-04T08:03:13Z 166 \n",
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"... ... \n",
"20594 2024-03-29T14:57:18Z \n",
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" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Journal title</th>\n",
" <th>Journal URL</th>\n",
" <th>URL in DOAJ</th>\n",
" <th>When did the journal start to publish all content using an open license?</th>\n",
" <th>Alternative title</th>\n",
" <th>Journal ISSN (print version)</th>\n",
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" <th>Keywords</th>\n",
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" <th>Continued By</th>\n",
" <th>LCC Codes</th>\n",
" <th>Subjects</th>\n",
" <th>DOAJ Seal</th>\n",
" <th>Added on Date</th>\n",
" <th>Last updated Date</th>\n",
" <th>Number of Article Records</th>\n",
" <th>Most Recent Article Added</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>Erga-Logoi</td>\n",
" <td>https://www.ledonline.it/index.php/Erga-Logoi</td>\n",
" <td>https://doaj.org/toc/f9c45c28b9914b66ba9ed7acc...</td>\n",
" <td>2013.0</td>\n",
" <td>Rivista di storia, letteratura, diritto e cult...</td>\n",
" <td>2280-9678</td>\n",
" <td>2282-3212</td>\n",
" <td>ancient greece, ancient rome, classical studie...</td>\n",
" <td>English, French, German, Italian, Spanish</td>\n",
" <td>LED Edizioni Universitarie</td>\n",
" <td>...</td>\n",
" <td>https://www.ledonline.it/index.php/Erga-Logoi/...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>DE1-100|PA|KJ2-1040</td>\n",
" <td>History (General) and history of Europe: Histo...</td>\n",
" <td>No</td>\n",
" <td>2020-04-21T12:27:54Z</td>\n",
" <td>2020-04-21T12:27:54Z</td>\n",
" <td>187</td>\n",
" <td>2024-06-27T09:29:29Z</td>\n",
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" <th>15</th>\n",
" <td>Culture e Studi del Sociale</td>\n",
" <td>http://www.cussoc.it/index.php/journal</td>\n",
" <td>https://doaj.org/toc/9d00e857b9c4433782833c8e2...</td>\n",
" <td>2016.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>2531-3975</td>\n",
" <td>social studies, sociology, cultural studies, m...</td>\n",
" <td>English, Italian</td>\n",
" <td>University of Salerno</td>\n",
" <td>...</td>\n",
" <td>http://www.cussoc.it/index.php/journal/about</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>HM401-1281</td>\n",
" <td>Social Sciences: Sociology (General)</td>\n",
" <td>No</td>\n",
" <td>2018-05-21T14:36:23Z</td>\n",
" <td>2020-07-06T10:51:56Z</td>\n",
" <td>115</td>\n",
" <td>2020-12-21T16:03:18Z</td>\n",
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" <th>28</th>\n",
" <td>Cuadernos AISPI</td>\n",
" <td>http://www.ledijournals.com/ojs/index.php/cuad...</td>\n",
" <td>https://doaj.org/toc/40a068aec18a48208b00669ba...</td>\n",
" <td>2013.0</td>\n",
" <td>NaN</td>\n",
" <td>2283-981X</td>\n",
" <td>NaN</td>\n",
" <td>spanish literature</td>\n",
" <td>Italian, Spanish</td>\n",
" <td>Ledizioni</td>\n",
" <td>...</td>\n",
" <td>http://www.ledijournals.com/ojs/index.php/cuad...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>PQ1-3999</td>\n",
" <td>Language and Literature: French literature - I...</td>\n",
" <td>No</td>\n",
" <td>2017-10-26T13:04:03Z</td>\n",
" <td>2020-08-14T13:39:38Z</td>\n",
" <td>213</td>\n",
" <td>2020-08-06T15:42:14Z</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>Scienze del Territorio</td>\n",
" <td>https://oajournals.fupress.net/index.php/sdt/i...</td>\n",
" <td>https://doaj.org/toc/24e1ceb00b93463498bb5ea84...</td>\n",
" <td>2013.0</td>\n",
" <td>NaN</td>\n",
" <td>2384-8774</td>\n",
" <td>2284-242X</td>\n",
" <td>architecture, landscape, territorial sciences,...</td>\n",
" <td>English, Italian</td>\n",
" <td>Firenze University Press</td>\n",
" <td>...</td>\n",
" <td>https://oajournals.fupress.net/index.php/sdt/a...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>S1-972|NA1-9428</td>\n",
" <td>Agriculture: Agriculture (General) | Fine Arts...</td>\n",
" <td>No</td>\n",
" <td>2019-06-11T08:28:27Z</td>\n",
" <td>2021-08-25T08:23:40Z</td>\n",
" <td>310</td>\n",
" <td>2022-12-31T10:00:51Z</td>\n",
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" <tr>\n",
" <th>70</th>\n",
" <td>Territorio Italia</td>\n",
" <td>http://www.territorioitalia.agenziaentrate.it</td>\n",
" <td>https://doaj.org/toc/db456fce2f0c4dc2a2e47eb5a...</td>\n",
" <td>2011.0</td>\n",
" <td>Territorio Italia. Land Administration, Cadast...</td>\n",
" <td>NaN</td>\n",
" <td>2499-2674</td>\n",
" <td>land administration, cadastre, real estate, ho...</td>\n",
" <td>English</td>\n",
" <td>Agenzia delle Entrate</td>\n",
" <td>...</td>\n",
" <td>http://www.territorioitalia.agenziaentrate.it</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>GA109.5</td>\n",
" <td>Geography. Anthropology. Recreation: Mathemati...</td>\n",
" <td>No</td>\n",
" <td>2017-06-12T15:22:32Z</td>\n",
" <td>2021-01-24T18:46:20Z</td>\n",
" <td>59</td>\n",
" <td>2021-01-07T10:20:11Z</td>\n",
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" <td>...</td>\n",
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" <tr>\n",
" <th>20246</th>\n",
" <td>Economia Agro-Alimentare</td>\n",
" <td>https://www.economiaagroalimentare.it/</td>\n",
" <td>https://doaj.org/toc/ff0f27d89f5149e7b75a4e0e4...</td>\n",
" <td>2020.0</td>\n",
" <td>Food Economy</td>\n",
" <td>1126-1668</td>\n",
" <td>1972-4802</td>\n",
" <td>agriculture, environment and food systems, foo...</td>\n",
" <td>English, Italian</td>\n",
" <td>Franco Angeli</td>\n",
" <td>...</td>\n",
" <td>https://www.economiaagroalimentare.it/</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>S</td>\n",
" <td>Agriculture</td>\n",
" <td>No</td>\n",
" <td>2021-02-22T16:20:37Z</td>\n",
" <td>2024-06-26T07:57:29Z</td>\n",
" <td>101</td>\n",
" <td>2024-06-25T12:31:11Z</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20339</th>\n",
" <td>Italian Journal of Prevention Diagnostic and T...</td>\n",
" <td>https://www.ijpdtm.it/index.php/ijpdtm</td>\n",
" <td>https://doaj.org/toc/030efdae62a741538b3dabc7b...</td>\n",
" <td>2023.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>2704-6222</td>\n",
" <td>emergency medicine, internal medicine, public ...</td>\n",
" <td>English, Italian</td>\n",
" <td>simedet</td>\n",
" <td>...</td>\n",
" <td>https://www.ijpdtm.it/index.php/ijpdtm</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>RC31-1245|R5-920</td>\n",
" <td>Medicine: Internal medicine | Medicine: Medici...</td>\n",
" <td>No</td>\n",
" <td>2024-06-12T12:17:14Z</td>\n",
" <td>2024-06-12T12:17:14Z</td>\n",
" <td>0</td>\n",
" <td>NaN</td>\n",
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" <tr>\n",
" <th>20343</th>\n",
" <td>Acute Care Medicine Surgery and Anesthesia</td>\n",
" <td>https://www.amsa-journal.com/site</td>\n",
" <td>https://doaj.org/toc/a490cfbf7b524f78850ba95c3...</td>\n",
" <td>2023.0</td>\n",
" <td>AMSA</td>\n",
" <td>NaN</td>\n",
" <td>2974-8151</td>\n",
" <td>emergency, surgery, anesthesia, intensive care...</td>\n",
" <td>English</td>\n",
" <td>PAGEPress Publications</td>\n",
" <td>...</td>\n",
" <td>https://www.amsa-journal.com/site/about</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>RC86-88.9|RD78.3-87.3</td>\n",
" <td>Medicine: Internal medicine: Medical emergenci...</td>\n",
" <td>No</td>\n",
" <td>2024-06-12T18:17:44Z</td>\n",
" <td>2024-06-12T18:17:44Z</td>\n",
" <td>22</td>\n",
" <td>2024-06-13T10:16:16Z</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20398</th>\n",
" <td>Ricerche di S/Confine</td>\n",
" <td>http://www.ricerchedisconfine.info/chisiamo.htm</td>\n",
" <td>https://doaj.org/toc/02869d2ed1ff4e31bbcd0c9c7...</td>\n",
" <td>2010.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>2038-8411</td>\n",
" <td>art history, theatre, performing arts, cinema</td>\n",
" <td>English, Italian, French</td>\n",
" <td>Università di Parma</td>\n",
" <td>...</td>\n",
" <td>http://www.ricerchedisconfine.info/contatti.htm</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NX1-820|GN1-890|PN1-6790</td>\n",
" <td>Fine Arts: Arts in general | Geography. Anthro...</td>\n",
" <td>No</td>\n",
" <td>2010-09-30T16:32:06Z</td>\n",
" <td>2023-11-04T16:51:14Z</td>\n",
" <td>197</td>\n",
" <td>2024-06-30T16:12:55Z</td>\n",
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" <tr>\n",
" <th>20435</th>\n",
" <td>Formazione &amp; Insegnamento</td>\n",
" <td>https://ojs.pensamultimedia.it/index.php/siref...</td>\n",
" <td>https://doaj.org/toc/35604c46d7224d2dbc70e8b16...</td>\n",
" <td>2015.0</td>\n",
" <td>Formazione e Insegnamento</td>\n",
" <td>1973-4778</td>\n",
" <td>2279-7505</td>\n",
" <td>education, training, pedagogy, learning, teach...</td>\n",
" <td>Spanish, English, Italian</td>\n",
" <td>Pensa MultiMedia</td>\n",
" <td>...</td>\n",
" <td>https://ojs.pensamultimedia.it/index.php/siref...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>L</td>\n",
" <td>Education</td>\n",
" <td>No</td>\n",
" <td>2023-07-31T08:04:47Z</td>\n",
" <td>2023-10-01T17:03:27Z</td>\n",
" <td>1817</td>\n",
" <td>2024-06-21T14:10:37Z</td>\n",
" </tr>\n",
" </tbody>\n",
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"text/plain": [
" Journal title \\\n",
"11 Erga-Logoi \n",
"15 Culture e Studi del Sociale \n",
"28 Cuadernos AISPI \n",
"29 Scienze del Territorio \n",
"70 Territorio Italia \n",
"... ... \n",
"20246 Economia Agro-Alimentare \n",
"20339 Italian Journal of Prevention Diagnostic and T... \n",
"20343 Acute Care Medicine Surgery and Anesthesia \n",
"20398 Ricerche di S/Confine \n",
"20435 Formazione & Insegnamento \n",
"\n",
" Journal URL \\\n",
"11 https://www.ledonline.it/index.php/Erga-Logoi \n",
"15 http://www.cussoc.it/index.php/journal \n",
"28 http://www.ledijournals.com/ojs/index.php/cuad... \n",
"29 https://oajournals.fupress.net/index.php/sdt/i... \n",
"70 http://www.territorioitalia.agenziaentrate.it \n",
"... ... \n",
"20246 https://www.economiaagroalimentare.it/ \n",
"20339 https://www.ijpdtm.it/index.php/ijpdtm \n",
"20343 https://www.amsa-journal.com/site \n",
"20398 http://www.ricerchedisconfine.info/chisiamo.htm \n",
"20435 https://ojs.pensamultimedia.it/index.php/siref... \n",
"\n",
" URL in DOAJ \\\n",
"11 https://doaj.org/toc/f9c45c28b9914b66ba9ed7acc... \n",
"15 https://doaj.org/toc/9d00e857b9c4433782833c8e2... \n",
"28 https://doaj.org/toc/40a068aec18a48208b00669ba... \n",
"29 https://doaj.org/toc/24e1ceb00b93463498bb5ea84... \n",
"70 https://doaj.org/toc/db456fce2f0c4dc2a2e47eb5a... \n",
"... ... \n",
"20246 https://doaj.org/toc/ff0f27d89f5149e7b75a4e0e4... \n",
"20339 https://doaj.org/toc/030efdae62a741538b3dabc7b... \n",
"20343 https://doaj.org/toc/a490cfbf7b524f78850ba95c3... \n",
"20398 https://doaj.org/toc/02869d2ed1ff4e31bbcd0c9c7... \n",
"20435 https://doaj.org/toc/35604c46d7224d2dbc70e8b16... \n",
"\n",
" When did the journal start to publish all content using an open license? \\\n",
"11 2013.0 \n",
"15 2016.0 \n",
"28 2013.0 \n",
"29 2013.0 \n",
"70 2011.0 \n",
"... ... \n",
"20246 2020.0 \n",
"20339 2023.0 \n",
"20343 2023.0 \n",
"20398 2010.0 \n",
"20435 2015.0 \n",
"\n",
" Alternative title \\\n",
"11 Rivista di storia, letteratura, diritto e cult... \n",
"15 NaN \n",
"28 NaN \n",
"29 NaN \n",
"70 Territorio Italia. Land Administration, Cadast... \n",
"... ... \n",
"20246 Food Economy \n",
"20339 NaN \n",
"20343 AMSA \n",
"20398 NaN \n",
"20435 Formazione e Insegnamento \n",
"\n",
" Journal ISSN (print version) Journal EISSN (online version) \\\n",
"11 2280-9678 2282-3212 \n",
"15 NaN 2531-3975 \n",
"28 2283-981X NaN \n",
"29 2384-8774 2284-242X \n",
"70 NaN 2499-2674 \n",
"... ... ... \n",
"20246 1126-1668 1972-4802 \n",
"20339 NaN 2704-6222 \n",
"20343 NaN 2974-8151 \n",
"20398 NaN 2038-8411 \n",
"20435 1973-4778 2279-7505 \n",
"\n",
" Keywords \\\n",
"11 ancient greece, ancient rome, classical studie... \n",
"15 social studies, sociology, cultural studies, m... \n",
"28 spanish literature \n",
"29 architecture, landscape, territorial sciences,... \n",
"70 land administration, cadastre, real estate, ho... \n",
"... ... \n",
"20246 agriculture, environment and food systems, foo... \n",
"20339 emergency medicine, internal medicine, public ... \n",
"20343 emergency, surgery, anesthesia, intensive care... \n",
"20398 art history, theatre, performing arts, cinema \n",
"20435 education, training, pedagogy, learning, teach... \n",
"\n",
" Languages in which the journal accepts manuscripts \\\n",
"11 English, French, German, Italian, Spanish \n",
"15 English, Italian \n",
"28 Italian, Spanish \n",
"29 English, Italian \n",
"70 English \n",
"... ... \n",
"20246 English, Italian \n",
"20339 English, Italian \n",
"20343 English \n",
"20398 English, Italian, French \n",
"20435 Spanish, English, Italian \n",
"\n",
" Publisher ... \\\n",
"11 LED Edizioni Universitarie ... \n",
"15 University of Salerno ... \n",
"28 Ledizioni ... \n",
"29 Firenze University Press ... \n",
"70 Agenzia delle Entrate ... \n",
"... ... ... \n",
"20246 Franco Angeli ... \n",
"20339 simedet ... \n",
"20343 PAGEPress Publications ... \n",
"20398 Università di Parma ... \n",
"20435 Pensa MultiMedia ... \n",
"\n",
" URL for journal's Open Access statement Continues \\\n",
"11 https://www.ledonline.it/index.php/Erga-Logoi/... NaN \n",
"15 http://www.cussoc.it/index.php/journal/about NaN \n",
"28 http://www.ledijournals.com/ojs/index.php/cuad... NaN \n",
"29 https://oajournals.fupress.net/index.php/sdt/a... NaN \n",
"70 http://www.territorioitalia.agenziaentrate.it NaN \n",
"... ... ... \n",
"20246 https://www.economiaagroalimentare.it/ NaN \n",
"20339 https://www.ijpdtm.it/index.php/ijpdtm NaN \n",
"20343 https://www.amsa-journal.com/site/about NaN \n",
"20398 http://www.ricerchedisconfine.info/contatti.htm NaN \n",
"20435 https://ojs.pensamultimedia.it/index.php/siref... NaN \n",
"\n",
" Continued By LCC Codes \\\n",
"11 NaN DE1-100|PA|KJ2-1040 \n",
"15 NaN HM401-1281 \n",
"28 NaN PQ1-3999 \n",
"29 NaN S1-972|NA1-9428 \n",
"70 NaN GA109.5 \n",
"... ... ... \n",
"20246 NaN S \n",
"20339 NaN RC31-1245|R5-920 \n",
"20343 NaN RC86-88.9|RD78.3-87.3 \n",
"20398 NaN NX1-820|GN1-890|PN1-6790 \n",
"20435 NaN L \n",
"\n",
" Subjects DOAJ Seal \\\n",
"11 History (General) and history of Europe: Histo... No \n",
"15 Social Sciences: Sociology (General) No \n",
"28 Language and Literature: French literature - I... No \n",
"29 Agriculture: Agriculture (General) | Fine Arts... No \n",
"70 Geography. Anthropology. Recreation: Mathemati... No \n",
"... ... ... \n",
"20246 Agriculture No \n",
"20339 Medicine: Internal medicine | Medicine: Medici... No \n",
"20343 Medicine: Internal medicine: Medical emergenci... No \n",
"20398 Fine Arts: Arts in general | Geography. Anthro... No \n",
"20435 Education No \n",
"\n",
" Added on Date Last updated Date Number of Article Records \\\n",
"11 2020-04-21T12:27:54Z 2020-04-21T12:27:54Z 187 \n",
"15 2018-05-21T14:36:23Z 2020-07-06T10:51:56Z 115 \n",
"28 2017-10-26T13:04:03Z 2020-08-14T13:39:38Z 213 \n",
"29 2019-06-11T08:28:27Z 2021-08-25T08:23:40Z 310 \n",
"70 2017-06-12T15:22:32Z 2021-01-24T18:46:20Z 59 \n",
"... ... ... ... \n",
"20246 2021-02-22T16:20:37Z 2024-06-26T07:57:29Z 101 \n",
"20339 2024-06-12T12:17:14Z 2024-06-12T12:17:14Z 0 \n",
"20343 2024-06-12T18:17:44Z 2024-06-12T18:17:44Z 22 \n",
"20398 2010-09-30T16:32:06Z 2023-11-04T16:51:14Z 197 \n",
"20435 2023-07-31T08:04:47Z 2023-10-01T17:03:27Z 1817 \n",
"\n",
" Most Recent Article Added \n",
"11 2024-06-27T09:29:29Z \n",
"15 2020-12-21T16:03:18Z \n",
"28 2020-08-06T15:42:14Z \n",
"29 2022-12-31T10:00:51Z \n",
"70 2021-01-07T10:20:11Z \n",
"... ... \n",
"20246 2024-06-25T12:31:11Z \n",
"20339 NaN \n",
"20343 2024-06-13T10:16:16Z \n",
"20398 2024-06-30T16:12:55Z \n",
"20435 2024-06-21T14:10:37Z \n",
"\n",
"[524 rows x 54 columns]"
]
},
"execution_count": 10,
"metadata": {},
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}
],
"source": [
"doaj[doaj[\"Country of publisher\"] == \"Italy\"]"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "12485313-511e-442e-92df-d9f40add4d7a",
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{
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" <td>Europe in between. Histories, cultures and lan...</td>\n",
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" <td>https://books.fupress.it/series/europe-in-betw...</td>\n",
" <td>GEOGRAPHY. BIOGRAPHY. HISTORY</td>\n",
" <td>Religious systems. Religions and faiths</td>\n",
" <td>Christianity</td>\n",
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" <td>BUP Basilicata University Press</td>\n",
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" <td>https://web.unibas.it/bup/omp/index.php/bup/</td>\n",
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" <td>Rapporti tecnici INGV</td>\n",
" <td>Rapporti tecnici Istituto Nazionale di Geofisi...</td>\n",
" <td>Istituto Nazionale di Geofisica e Vulcanologia</td>\n",
" <td>NaN</td>\n",
" <td>http://portale.ingv.it/portale_ingv/produzione...</td>\n",
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" <td>Sapienza Università Editrice</td>\n",
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" <td>https://rosa.uniroma1.it</td>\n",
" <td>PHILOSOPHY. PSYCHOLOGY</td>\n",
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" <td>2785-5740</td>\n",
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" <td>Novus–Publishers</td>\n",
" <td>NaN</td>\n",
" <td>https://www.ejatcs.novuspublishers.org/</td>\n",
" <td>APPLIED SCIENCES. MEDICINE. TECHNOLOGY</td>\n",
" <td>Chemical technology. Chemical and related indu...</td>\n",
" <td>Production and preservation of solid foodstuffs</td>\n",
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" <td>2038-6702</td>\n",
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" <td>600</td>\n",
" <td>Reviews in Health Care.</td>\n",
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" <td>NaN</td>\n",
" <td>http://rhc.edizioniseed.it</td>\n",
" <td>APPLIED SCIENCES. MEDICINE. TECHNOLOGY</td>\n",
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" <td>Rendiconti del Seminario matematico della Univ...</td>\n",
" <td>˜The œMathematical Journal of the University o...</td>\n",
" <td>Libreria internazionale Cortina</td>\n",
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" <td>610</td>\n",
" <td>Journal of Peritoneum.</td>\n",
" <td>JoPER</td>\n",
" <td>PagePress Publications</td>\n",
" <td>NaN</td>\n",
" <td>http://www.jperitoneum.org/index.php/joper/index</td>\n",
" <td>APPLIED SCIENCES. MEDICINE. TECHNOLOGY</td>\n",
" <td>Medical sciences</td>\n",
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" <td>2035-2670</td>\n",
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" <td>105</td>\n",
" <td>Bollettino filosofico.</td>\n",
" <td>none</td>\n",
" <td>Aracne Editrice</td>\n",
" <td>u008-20uu</td>\n",
" <td>http://www.bollettinofilosofico.unina.it/index...</td>\n",
" <td>PHILOSOPHY. PSYCHOLOGY</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
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],
"text/plain": [
" Unnamed: 0 ISSN lang publisher_country \\\n",
"82 82 2531-4289 ita;eng;fre;spa ITA \n",
"174 174 2975-0326 NaN ITA \n",
"224 224 2975-1721 NaN ITA \n",
"237 237 2039-7941 NaN ITA \n",
"315 315 2785-2849 NaN ITA \n",
"... ... ... ... ... \n",
"65339 65339 2785-5740 NaN ITA \n",
"65359 65359 2038-6702 ita;eng ITA \n",
"65361 65361 2240-2926 NaN ITA \n",
"65502 65502 2531-4270 NaN ITA \n",
"66166 66166 2035-2670 ita eng ITA \n",
"\n",
" ddc_subject_classification \\\n",
"82 344 \n",
"174 900 \n",
"224 020 \n",
"237 550 \n",
"315 100 \n",
"... ... \n",
"65339 664 \n",
"65359 600 \n",
"65361 510 \n",
"65502 610 \n",
"66166 105 \n",
"\n",
" title \\\n",
"82 Diritto della Sicurezza sul Lavoro \n",
"174 Europe in between. \n",
"224 Strumenti. \n",
"237 Rapporti tecnici INGV \n",
"315 Lucius Annaeus Seneca. \n",
"... ... \n",
"65339 European Journal of Advanced Trends in Compute... \n",
"65359 Reviews in Health Care. \n",
"65361 Rendiconti del Seminario matematico della Univ... \n",
"65502 Journal of Peritoneum. \n",
"66166 Bollettino filosofico. \n",
"\n",
" title_acronym \\\n",
"82 DSL \n",
"174 Europe in between. Histories, cultures and lan... \n",
"224 none \n",
"237 Rapporti tecnici Istituto Nazionale di Geofisi... \n",
"315 LAS \n",
"... ... \n",
"65339 EJATCS-Novus \n",
"65359 none \n",
"65361 ˜The œMathematical Journal of the University o... \n",
"65502 JoPER \n",
"66166 none \n",
"\n",
" editor date_of_publication \\\n",
"82 Università degli studi di Urbino Carlo Bo NaN \n",
"174 Firenze University Press NaN \n",
"224 BUP Basilicata University Press NaN \n",
"237 Istituto Nazionale di Geofisica e Vulcanologia NaN \n",
"315 Sapienza Università Editrice NaN \n",
"... ... ... \n",
"65339 Novus–Publishers NaN \n",
"65359 SEEd NaN \n",
"65361 Libreria internazionale Cortina 20uu- \n",
"65502 PagePress Publications NaN \n",
"66166 Aracne Editrice u008-20uu \n",
"\n",
" url \\\n",
"82 http://ojs.uniurb.it/index.php/dsl/index \n",
"174 https://books.fupress.it/series/europe-in-betw... \n",
"224 https://web.unibas.it/bup/omp/index.php/bup/ \n",
"237 http://portale.ingv.it/portale_ingv/produzione... \n",
"315 https://rosa.uniroma1.it \n",
"... ... \n",
"65339 https://www.ejatcs.novuspublishers.org/ \n",
"65359 http://rhc.edizioniseed.it \n",
"65361 http://rendiconti.math.unipd.it/ \n",
"65502 http://www.jperitoneum.org/index.php/joper/index \n",
"66166 http://www.bollettinofilosofico.unina.it/index... \n",
"\n",
" subject \\\n",
"82 SOCIAL SCIENCES \n",
"174 GEOGRAPHY. BIOGRAPHY. HISTORY \n",
"224 SCIENCE AND KNOWLEDGE. ORGANIZATION. COMPUTER ... \n",
"237 MATHEMATICS. NATURAL SCIENCES \n",
"315 PHILOSOPHY. PSYCHOLOGY \n",
"... ... \n",
"65339 APPLIED SCIENCES. MEDICINE. TECHNOLOGY \n",
"65359 APPLIED SCIENCES. MEDICINE. TECHNOLOGY \n",
"65361 MATHEMATICS. NATURAL SCIENCES \n",
"65502 APPLIED SCIENCES. MEDICINE. TECHNOLOGY \n",
"66166 PHILOSOPHY. PSYCHOLOGY \n",
"\n",
" subject_level1 \\\n",
"82 Law. Jurisprudence \n",
"174 Religious systems. Religions and faiths \n",
"224 Librarianship \n",
"237 Earth Sciences. Geological sciences \n",
"315 Literature \n",
"... ... \n",
"65339 Chemical technology. Chemical and related indu... \n",
"65359 NaN \n",
"65361 Mathematics \n",
"65502 Medical sciences \n",
"66166 NaN \n",
"\n",
" subject_level2 \\\n",
"82 Special branches of law. Miscellaneous legal m... \n",
"174 Christianity \n",
"224 NaN \n",
"237 Ancillary sciences of geology etc. \n",
"315 Literatures of individual languages and langua... \n",
"... ... \n",
"65339 Production and preservation of solid foodstuffs \n",
"65359 NaN \n",
"65361 NaN \n",
"65502 NaN \n",
"66166 NaN \n",
"\n",
" subject_level3 \n",
"82 NaN \n",
"174 Christian churches and denominations \n",
"224 NaN \n",
"237 NaN \n",
"315 NaN \n",
"... ... \n",
"65339 NaN \n",
"65359 NaN \n",
"65361 NaN \n",
"65502 NaN \n",
"66166 NaN \n",
"\n",
"[1265 rows x 14 columns]"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"road[road[\"publisher_country\"]==\"ITA\"]"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "477691fa-b3a0-435c-a57d-b664f25a173f",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 4,
"id": "7c7f28eb-3ef1-4d55-8b3a-39f069952522",
"metadata": {},
"outputs": [],
"source": [
"join_issn = road.set_index(\"ISSN\").join(doaj.set_index(\"Journal ISSN (print version)\"), how = 'inner').reset_index()"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "1499729f-c6d0-4d86-89ad-a2fb27ea4e8d",
"metadata": {},
"outputs": [],
"source": [
"join_eissn = road.set_index(\"ISSN\").join(doaj.set_index(\"Journal EISSN (online version)\"), how = 'inner').reset_index()"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "e811a413-794a-4d51-a751-6786910e8303",
"metadata": {},
"outputs": [],
"source": [
"join = pd.concat([join_issn, join_eissn])"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "0da62d7b-6990-4377-bc5b-3067a485300d",
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{
"data": {
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"<bound method DataFrame.drop_duplicates of ISSN Unnamed: 0 lang publisher_country \\\n",
"0 2044-852X 1954 NaN GBR \n",
"1 1875-1490 2507 NaN NLD \n",
"2 0883-5365 4366 NaN USA \n",
"3 3005-6659 7467 NaN CUB \n",
"4 2602-2656 11390 mul TUR \n",
"... ... ... ... ... \n",
"18985 1947-9417 66163 eng;afr GBR \n",
"18986 1982-8829 66164 por;spa BRA \n",
"18987 2090-1224 66165 NaN EGY \n",
"18988 1988-2394 66167 NaN ESP \n",
"18989 1946-3146 66170 NaN GBR \n",
"\n",
" ddc_subject_classification \\\n",
"0 NaN \n",
"1 NaN \n",
"2 398/.05 \n",
"3 NaN \n",
"4 300 \n",
"... ... \n",
"18985 372.9 \n",
"18986 NaN \n",
"18987 500 \n",
"18988 NaN \n",
"18989 338.927 \n",
"\n",
" title \\\n",
"0 Gateway papers \n",
"1 Footprint. \n",
"2 Oral tradition. \n",
"3 Columna médica. \n",
"4 Journal of economy,culture and society. \n",
"... ... \n",
"18985 Education as change =. \n",
"18986 Tempus. \n",
"18987 Journal of Advanced Research. \n",
"18988 Cuadernos de filología italiana. \n",
"18989 International journal of urban sustainable dev... \n",
"\n",
" title_acronym \\\n",
"0 Journal for pedagogic research in higher educa... \n",
"1 none \n",
"2 OT \n",
"3 Revista la columna médica \n",
"4 none \n",
"... ... \n",
"18985 Onderwys as Verandering \n",
"18986 Tempus, Actas de Saúde Coletiva \n",
"18987 JAR \n",
"18988 none \n",
"18989 none \n",
"\n",
" editor date_of_publication \\\n",
"0 DMU NaN \n",
"1 Technical University Delft NaN \n",
"2 Slavica Publishers ©1985-©2006. \n",
"3 Centro Provincial de Información de Ciencias M... NaN \n",
"4 İstanbul Üniversitesi Metodoloji ve Sosyoloji ... NaN \n",
"... ... ... \n",
"18985 Routledge, Taylor & Francis Group NaN \n",
"18986 Universidade de Brasília, Departamento de Saúd... NaN \n",
"18987 Cairo University NaN \n",
"18988 Servicio de Publicaciones, Universidad Complut... NaN \n",
"18989 NaN NaN \n",
"\n",
" url ... Continues \\\n",
"0 http://moriarty.tech.dmu.ac.uk/webapps/journal... ... NaN \n",
"1 http://www.footprintjournal.org ... NaN \n",
"2 http://bibpurl.oclc.org/web/26511 ... NaN \n",
"3 https://revcolumnamedica.sld.cu/index.php/colu... ... NaN \n",
"4 https://dergipark.org.tr/en/pub/jecs ... NaN \n",
"... ... ... ... \n",
"18985 https://www.tandfonline.com/loi/redc20 ... NaN \n",
"18986 http://www.tempusactas.unb.br/index.php/tempus ... NaN \n",
"18987 http://jar.cu.edu.eg ... NaN \n",
"18988 https://revistas.ucm.es/index.php/CFIT ... NaN \n",
"18989 https://www.tandfonline.com/toc/tjue20/current ... NaN \n",
"\n",
" Continued By LCC Codes \\\n",
"0 NaN L \n",
"1 NaN NA1-9428 \n",
"2 NaN GR1-950|PL1001-3208 \n",
"3 NaN R5-920 \n",
"4 NaN HM401-1281 \n",
"... ... ... \n",
"18985 NaN LC8-6691 \n",
"18986 NaN R|RA1-1270 \n",
"18987 NaN R5-920|Q1-390 \n",
"18988 NaN P1-1091|PQ1-3999 \n",
"18989 NaN HT170-178|HD72-88 \n",
"\n",
" Subjects DOAJ Seal \\\n",
"0 Education No \n",
"1 Fine Arts: Architecture No \n",
"2 Geography. Anthropology. Recreation: Folklore ... No \n",
"3 Medicine: Medicine (General) No \n",
"4 Social Sciences: Sociology (General) No \n",
"... ... ... \n",
"18985 Education: Special aspects of education No \n",
"18986 Medicine: Public aspects of medicine No \n",
"18987 Medicine: Medicine (General) | Science: Scienc... No \n",
"18988 Language and Literature: Philology. Linguistic... No \n",
"18989 Social Sciences: Communities. Classes. Races: ... No \n",
"\n",
" Added on Date Last updated Date Number of Article Records \\\n",
"0 2022-06-05T08:19:34Z 2022-06-05T08:19:34Z 0 \n",
"1 2009-03-24T16:00:55Z 2024-04-07T15:46:12Z 309 \n",
"2 2004-09-10T12:37:06Z 2020-02-27T15:06:37Z 796 \n",
"3 2024-06-17T07:33:48Z 2024-06-17T07:33:48Z 2 \n",
"4 2019-04-15T14:48:08Z 2022-01-31T09:03:42Z 109 \n",
"... ... ... ... \n",
"18985 2016-10-17T11:39:04Z 2024-02-06T18:26:35Z 51 \n",
"18986 2016-02-08T13:09:07Z 2021-07-12T19:01:08Z 647 \n",
"18987 2013-11-21T15:10:57Z 2023-04-12T14:49:19Z 1476 \n",
"18988 2018-08-11T21:45:08Z 2018-08-11T22:45:08Z 839 \n",
"18989 2022-10-12T13:28:30Z 2023-07-18T12:14:20Z 199 \n",
"\n",
" Most Recent Article Added Journal ISSN (print version) \n",
"0 NaN NaN \n",
"1 2023-09-20T08:39:05Z NaN \n",
"2 2021-03-08T18:47:51Z NaN \n",
"3 2024-06-24T00:38:02Z NaN \n",
"4 2021-01-28T08:43:43Z NaN \n",
"... ... ... \n",
"18985 2017-08-16T11:38:53Z 1682-3206 \n",
"18986 2018-05-02T18:49:21Z NaN \n",
"18987 2024-06-24T04:09:41Z 2090-1232 \n",
"18988 2019-03-18T14:44:40Z 1133-9527 \n",
"18989 2024-06-30T04:00:43Z 1946-3138 \n",
"\n",
"[19018 rows x 68 columns]>"
]
},
"execution_count": 14,
"metadata": {},
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}
],
"source": [
"join.drop_duplicates"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "3bfa86c5-ceff-4929-ad8e-0e06f03a5911",
"metadata": {
"scrolled": true
},
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{
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" title \\\n",
"7 Diritto penale e uomo. \n",
"183 Iperstoria \n",
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"337 Cultura giuridica e diritto vivente. \n",
"... ... \n",
"18451 Neuropsychological trends. \n",
"18495 Italian political science \n",
"18543 Storia dello sport. \n",
"18552 Reviews in Health Care. \n",
"18553 Rendiconti del Seminario matematico della Univ... \n",
"\n",
" Journal title Country of publisher \\\n",
"7 Diritto Penale e Uomo Italy \n",
"183 Iperstoria Italy \n",
"211 Psychofenia : Ricerca ed Analisi Psicologica Italy \n",
"310 European Journal of Histochemistry Italy \n",
"337 Cultura giuridica e diritto vivente Italy \n",
"... ... ... \n",
"18451 Neuropsychological Trends Italy \n",
"18495 Italian Political Science Italy \n",
"18543 Storia dello Sport Italy \n",
"18552 Reviews in Health Care Italy \n",
"18553 Rendiconti del Seminario Matematico della Univ... Germany \n",
"\n",
" APC Has other fees \n",
"7 No No \n",
"183 No No \n",
"211 No No \n",
"310 Yes No \n",
"337 No No \n",
"... ... ... \n",
"18451 No No \n",
"18495 No No \n",
"18543 No No \n",
"18552 No No \n",
"18553 No No \n",
"\n",
"[508 rows x 5 columns]"
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},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"join[join[\"publisher_country\"] == \"ITA\"][[\"title\", \"Journal title\", \"Country of publisher\", \"APC\",\"Has other fees\"]]"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "59e86cdb-5f9e-407f-83b5-3f2d05cfd0f7",
"metadata": {},
"outputs": [],
"source": [
"join_unibi = road.set_index(\"ISSN\").join(unibi.set_index(\"ISSN\"), how = 'inner').reset_index()"
]
},
{
"cell_type": "code",
"execution_count": 41,
"id": "bf63f535-569d-4519-9bb5-aec51b7665d9",
"metadata": {},
"outputs": [
{
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" ISSN ISSN_IN_ROAD\n",
"62 2531-4289 1\n",
"190 2039-7941 1\n",
"271 2533-3151 1\n",
"396 2281-4582 0\n",
"426 2239-1061 1\n",
"... ... ...\n",
"51085 2612-498X 1\n",
"51090 2612-7695 1\n",
"51123 2038-6702 0\n",
"51237 2531-4270 1\n",
"51726 2035-2670 1\n",
"\n",
"[1072 rows x 2 columns]"
]
},
"execution_count": 41,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"join_unibi[join_unibi[\"publisher_country\"]==\"ITA\"][[\"ISSN\",\"ISSN_IN_ROAD\"]]"
]
},
{
"cell_type": "code",
"execution_count": 42,
"id": "34599843-8a55-4586-8f2e-02b6e4c3f4d2",
"metadata": {},
"outputs": [
{
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" <td>http://www.iperstoria.it/</td>\n",
" <td>LANGUAGE. LINGUISTICS. LITERATURE</td>\n",
" <td>Literature</td>\n",
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" Unnamed: 0 ISSN lang publisher_country ddc_subject_classification \\\n",
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"\n",
" url subject \\\n",
"526 http://www.iperstoria.it/ LANGUAGE. LINGUISTICS. LITERATURE \n",
"\n",
" subject_level1 subject_level2 \\\n",
"526 Literature Literatures of individual languages and langua... \n",
"\n",
" subject_level3 \n",
"526 NaN "
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},
"execution_count": 42,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"road[road[\"ISSN\"]==\"2281-4582\"]"
]
},
{
"cell_type": "markdown",
"id": "da50e25c-c57d-44ed-9c3c-67704550d982",
"metadata": {},
"source": [
"Fare la join con unibi anceh usando issn_l. far la concat e poi buttare le righe ripetute\n",
"una volta finito fare la join con l'altro set, questa volta full in modo da prendere l'unione delle intersezioni. Buttare eventuali righe ripetute\n",
"\n",
"Poi incrociare con OpenAIRE. \n",
"\n"
]
}
],
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"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
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