OpenMinTeD: A Platform Facilitating Text Mining of Scholarly Content

The OpenMinTeD platform aims to bring full text Open Access scholarly content from a wide range of providers together with Text and Data Mining (TDM) tools from various Natural Language Processing frameworks and TDM developers in an integrated environment. In this way, it supports users who want to mine scientific literature with easy access to relevant content and allows running scalable TDM workflows in the cloud

Database Documentation

Database documentation as created for the study: “Monitoring the Open Access Policy of Horizon 2020” (SPECIFIC CONTRACT No RTD/2019/SC/021 implementing Framework contract No 2018/RTD/A2/OP/PP-07001-2018

Data Management Plan

Data Management Plan as created for the study: “Monitoring the Open Access Policy of Horizon 2020” (SPECIFIC CONTRACT No RTD/2019/SC/021 implementing Framework contract No 2018/RTD/A2/OP/PP-07001-2018

Replication Data for the study: Monitoring the open access policy of Horizon 2020

The MOAP Horizon 2020 database was created under the auspices of the Study “Monitoring the Open Access Policy of Horizon 2020” (SPECIFIC CONTRACT No RTD/2019/SC/021 implementing Framework contract No 2018/RTD/A2/OP/PP-07001-2018) For the purposes of the study, we created a relational database comprised of three schemata: 1. moap_org which contains mainly the data from OpenAIRE,3 2. moap_ec which contains mainly the data coming from the European Commission, and 3. moap_final which tables of indicators that lead to the analysis by different facets of interest

OpenAIRE Graph Beginner's Kit

Baglioni M, Atzori C, Bardi A, et al. OpenAIRE Graph Beginner's Kit. OpenAIRE Nexus; 2022.The OpenAIRE Graph is an Open Access dataset containing metadata about research products (literature, datasets, software, etc.) linked to other entities of the research ecosystem like organisations, project grants, and data sources.&nbsp; The large size of the OpenAIRE Graph is a major impediment for beginners to familiarise with the underlying data model and explore its contents. Working with the Graph in its full size typically requires access to a huge distributed computing infrastructure which cannot be easily accessible to everyone.&nbsp;&nbsp; The OpenAIRE Beginner&rsquo;s Kit aims to address this issue. It consists of two components: A subset of the OpenAIRE Graph composed of the research products published between 2022-06-29 and 2022-12-29, all the entities connected to them and the respective relationships. The subset is composed of the following parts: publication.tar: metadata records about research literature (includes types of publications listed here) dataset.tar: metadata records about research data (includes the subtypes listed here) software.tar: metadata records about research software (includes the subtypes listed here) otherresearchproduct.tar: metadata records about research products that cannot be classified as research literature, data or software (includes types of products listed here) organization.tar: metadata records about organizations involved in the research life-cycle, such as universities, research organizations, funders. datasource.tar: metadata records about data sources&nbsp;whose content is available in the OpenAIRE Graph. They include&nbsp;institutional and thematic repositories, journals, aggregators, funders&#39; databases. project.tar: metadata records about project grants. relation.tar: metadata records about relations between entities in the graph. communities_infrastructures.tar: metadata records about research communities and research infrastructures Each file is a tar archive containing gz files, each with one json per line. Each json is compliant to the schema available at http://doi.org/10.5281/zenodo.7492151. A Zeppelin notebook that demonstrates how you can use PySpark to analyse the Graph and get answers to some interesting research questions:&nbsp;beginners_kit_zeppelin_notebook.json. Here&nbsp;a guide to Apache Zeppelin. </ul

OpenAIRE Research Graph: Dumps for research communities and initiatives

Manghi P, Atzori C, Bardi A, et al. OpenAIRE Research Graph: Dumps for research communities and initiatives. Bielefeld University; 2022.This dataset contains dumps of the OpenAIRE Research Graph containing metadata records relevant for the research communities and initiatives collaborating with OpenAIRE and&nbsp;with a public Open Research Gateway on OpenAIRE CONNECT&nbsp;&nbsp;as of May 2022. Each dump is a tar file containing gzip files with one json per line. Each json is compliant to the schema available at&nbsp;https://doi.org/10.5281/zenodo.6372977</p

OpenAIRE Research Graph Dump

Manghi P, Atzori C, Bardi A, et al. OpenAIRE Research Graph Dump. Bielefeld University; 2022.The OpenAIRE Research Graph is exported as several dumps, so you can download the parts you are interested into. publication_[part].tar: metadata records about research literature (includes types of publications listed here) dataset.tar: metadata records about research data (includes the subtypes listed here)&nbsp; software.tar: metadata records about research software (includes the subtypes listed here) otherresearchproduct.tar: metadata records about research products that cannot be classified as research literature, data or software (includes types of products listed here) organization.tar: metadata records about organizations involved in the research life-cycle, such as universities, research organizations, funders., datasource.tar: metadata records about providers whose content is available in the OpenAIRE Research Graph. They includes institutional and thematic repositories, journals, aggregators, funders&#39; databases. project.tar: metadata records about projects funded by a given funder. relation_[part].tar: metadata records about relations between entities in the graph. communities_infrastructures.tar: metadata records about research communities and research infrastructures Each file is a tar archive containing gz files, each with one json per line. Each json is compliant to the schema available at http://doi.org/10.5281/zenodo.5799514. Learn more about the OpenAIRE Research Graph at https://graph.openaire.eu. Discover the content of the graph on OpenAIRE EXPLORE&nbsp;and our API for developers.</p

OpenAIRE Graph Dataset

&lt;p&gt;The OpenAIRE Graph is exported as several dataseta, so you can download the parts you are interested into.&lt;/p&gt; &lt;p&gt;&lt;strong&gt;publication_[part].tar&lt;/strong&gt;: metadata records about research literature (includes types of publications listed &lt;a href="http://api.openaire.eu/vocabularies/dnet:result_typologies/publication"&gt;here&lt;/a&gt;)&lt;br&gt; &lt;strong&gt;dataset_[part].tar&lt;/strong&gt;: metadata records about research data (includes the subtypes listed &lt;a href="http://api.openaire.eu/vocabularies/dnet:result_typologies/dataset"&gt;here&lt;/a&gt;)&nbsp;&lt;br&gt; &lt;strong&gt;software.tar&lt;/strong&gt;: metadata records about research software (includes the subtypes listed &lt;a href="http://api.openaire.eu/vocabularies/dnet:result_typologies/software"&gt;here&lt;/a&gt;)&lt;br&gt; &lt;strong&gt;otherresearchproduct_[part].tar&lt;/strong&gt;: metadata records about research products that cannot be classified as research literature, data or software (includes types of products listed &lt;a href="http://api.openaire.eu/vocabularies/dnet:result_typologies/other"&gt;here&lt;/a&gt;)&lt;br&gt; &lt;strong&gt;organization.tar&lt;/strong&gt;: metadata records about organizations involved in the research life-cycle, such as universities, research organizations, funders.&lt;br&gt; &lt;strong&gt;datasource.tar&lt;/strong&gt;: metadata records about data sources whose content is available in the OpenAIRE Graph. They include&nbsp;institutional and thematic repositories, journals, aggregators, funders&#39; databases.&lt;br&gt; &lt;strong&gt;project.tar&lt;/strong&gt;: metadata records about project grants.&lt;br&gt; &lt;strong&gt;relation_[part].tar&lt;/strong&gt;: metadata records about relations between entities in the graph.&lt;br&gt; &lt;strong&gt;communities_infrastructures.tar&lt;/strong&gt;: metadata records about research communities and research infrastructures&lt;/p&gt; &lt;p&gt;Each file is a tar archive containing gz files, each with one json per line. Each json is compliant to the schema available at &lt;a href="http://doi.org/10.5281/zenodo.8238874"&gt;http://doi.org/10.5281/zenodo.8238874&lt;/a&gt;. The documentation for the model is available at&nbsp;&lt;a href="https://graph.openaire.eu/docs/data-model/"&gt;https://graph.openaire.eu/docs/data-model/&lt;/a&gt;&lt;/p&gt; &lt;p&gt;Learn more about the OpenAIRE Graph at &lt;a href="https://graph.openaire.eu"&gt;https://graph.openaire.eu&lt;/a&gt;.&lt;/p&gt; &lt;p&gt;Discover the graph&#39;s content on &lt;a href="https://explore.openaire.eu"&gt;OpenAIRE EXPLORE&lt;/a&gt;&nbsp;and our &lt;a href="https://develop.openaire.eu"&gt;API for developers&lt;/a&gt;.&lt;/p&gt;&lt;p&gt;Note: This is a new update to fix some issues found in the relation file names. The content is the same as the deposition of August.&lt;/p&gt;&lt;p&gt;The schema of the result and relation is changed. Have a look at https://graph.openaire.eu/docs/. The three-char prefix has been removed from the OpenAIRE identifiers. A new version of this dataset is published every 6 months. The content available on the OpenAIRE EXPLORE and CONNECT portals might be more up-to-date with respect to the data you find here.&lt;/p&gt

OpenAIRE Research Graph: Dumps for research communities and initiatives

Manghi P, Atzori C, Bardi A, et al. OpenAIRE Research Graph: Dumps for research communities and initiatives. OpenAIRE; 2020.This dataset contains dumps of the OpenAIRE Research Graph containing metadata records relevant for the research communities and initiatives collaborating with OpenAIRE. Each dataset is a gzip containing a file with one JSON per line. Each JSON is compliant to the schema available at DOI: 10.5281/zenodo.397422

OpenAIRE Research Graph Dump

Manghi P, Atzori C, Bardi A, et al. OpenAIRE Research Graph Dump. Bielefeld University; 2022.The OpenAIRE Research Graph is exported as several dumps, so you can download the parts you are interested into. **publication_[part].tar**: metadata records about research literature (includes types of publications listed [here](http://api.openaire.eu/vocabularies/dnet:result_typologies/publication) **dataset_[part].tar**: metadata records about research data (includes the subtypes listed [here](http://api.openaire.eu/vocabularies/dnet:result_typologies/dataset) **software.tar**: metadata records about research software (includes the subtypes listed [here](http://api.openaire.eu/vocabularies/dnet:result_typologies/software) **otherresearchproduct_[part].tar**: metadata records about research products that cannot be classified as research literature, data or software (includes types of products listed [here](http://api.openaire.eu/vocabularies/dnet:result_typologies/other) **organization.tar**: metadata records about organizations involved in the research life-cycle, such as universities, research organizations, funders. **datasource.tar**: metadata records about data sources whose content is available in the OpenAIRE Research Graph. They include institutional and thematic repositories, journals, aggregators, funders databases. **project.tar**: metadata records about project grants. **relation_[part].tar**: metadata records about relations between entities in the graph. **communities_infrastructures.tar**: metadata records about research communities and research infrastructures Each file is a tar archive containing gz files, each with one json per line. Each json is compliant to the schema available at [http://doi.org/10.5281/zenodo.7492151](http://doi.org/10.5281/zenodo.7492151). The documentation for the model is available at [https://graph.openaire.eu/docs/data-model/](https://graph.openaire.eu/docs/data-model/) Learn more about the OpenAIRE Research Graph at [https://graph.openaire.eu](https://graph.openaire.eu). Discover the content of the graph on [OpenAIRE EXPLORE](https://explore.openaire.eu) and our [API for developers](https://develop.openaire.eu)