cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7356425
title: [Dataset] Does Volunteer Engagement Pay Off? An Analysis of User Participation in Online Citizen Science Projects - Graph Files

description: <strong>Explanation/Overview:</strong> Corresponding graph files of the extracted Zooniverse networks described in D3.3 (can be found here), which are the result of our research that culminated into the publication "Does Volunteer Engagement Pay Off? An Analysis of User Participation in Online Citizen Science Projects", a conference paper for the conference CollabTech 2022: Collaboration Technologies and Social Computing and published as part of the Lecture Notes in Computer Science book series (LNCS,volume 13632) here. Usernames have been anonymised. The graph files are in <code>.gexf</code> (graph exchange XML format) and <code>.gml</code> (graph modeling language) formats which can be used by common graph/network-analysis and visualisation tools such as Gephi. <strong>Purpose:</strong> The purpose of this dataset is to provide the basis for possible further examinations of the network structure, involving additional (not yet analysed) features such as the content of the comments etc. <strong>Relatedness:</strong> The data of the different projects was derived from the forums of 7 Zooniverse projects based on similar discussion board features. The projects are: 'Galaxy Zoo', 'Gravity Spy', 'Seabirdwatch', 'Snapshot Wisconsin', 'Wildwatch Kenya', 'Galaxy Nurseries', 'Penguin Watch'. <strong>Content:</strong> The dataset contains distinct graph files for each of the analysed projects. For each graph file, there are <em>nodes </em>and <em>edges</em> and their associated attributes (i.e., each edge can have an attribute). For the edges, apart from source and target, we have as attributes: <code>weight</code> <code>project_title</code> <code>body </code>(i.e., text) <code>created_at</code> <code>userRoles</code> <code>discussion_title</code> <code>discussion_id</code> <code>user_id</code> <code>board_title</code> <code>relation</code> <code>target_role</code> For the nodes, the attributes are: <code>user_id</code> <code>userRoles</code> <code>degree_reply </code>(i.e., degree for the reply relation) <code>in_degree_reply</code> <code>out_degree_reply</code> <code>degree_comment</code> <code>in_degree_comment</code> <code>out_degree_comment</code> <code>degree_total</code> <code>in_degree_total</code> <code>out_degree_total</code> <code>target_role</code> <strong>Grouping:</strong> Each graph file represents all the comments for the respective project across its lifespan irrespective of any time slices. Edges represent the comments and users represent the nodes. While the different boards are still contained within the data, all boards occur in the data.
DOI: 10.5281/zenodo.7356426
title: [Dataset] Does Volunteer Engagement Pay Off? An Analysis of User Participation in Online Citizen Science Projects - Graph Files

description: <strong>Explanation/Overview:</strong> Corresponding graph files of the extracted Zooniverse networks described in D3.3 (can be found here), which are the result of our research that culminated into the publication "Does Volunteer Engagement Pay Off? An Analysis of User Participation in Online Citizen Science Projects", a conference paper for the conference CollabTech 2022: Collaboration Technologies and Social Computing and published as part of the Lecture Notes in Computer Science book series (LNCS,volume 13632) here. Usernames have been anonymised. The graph files are in <code>.gexf</code> (graph exchange XML format) and <code>.gml</code> (graph modeling language) formats which can be used by common graph/network-analysis and visualisation tools such as Gephi. <strong>Purpose:</strong> The purpose of this dataset is to provide the basis for possible further examinations of the network structure, involving additional (not yet analysed) features such as the content of the comments etc. <strong>Relatedness:</strong> The data of the different projects was derived from the forums of 7 Zooniverse projects based on similar discussion board features. The projects are: 'Galaxy Zoo', 'Gravity Spy', 'Seabirdwatch', 'Snapshot Wisconsin', 'Wildwatch Kenya', 'Galaxy Nurseries', 'Penguin Watch'. <strong>Content:</strong> The dataset contains distinct graph files for each of the analysed projects. For each graph file, there are <em>nodes </em>and <em>edges</em> and their associated attributes (i.e., each edge can have an attribute). For the edges, apart from source and target, we have as attributes: <code>weight</code> <code>project_title</code> <code>body </code>(i.e., text) <code>created_at</code> <code>userRoles</code> <code>discussion_title</code> <code>discussion_id</code> <code>user_id</code> <code>board_title</code> <code>relation</code> <code>target_role</code> For the nodes, the attributes are: <code>user_id</code> <code>userRoles</code> <code>degree_reply </code>(i.e., degree for the reply relation) <code>in_degree_reply</code> <code>out_degree_reply</code> <code>degree_comment</code> <code>in_degree_comment</code> <code>out_degree_comment</code> <code>degree_total</code> <code>in_degree_total</code> <code>out_degree_total</code> <code>target_role</code> <strong>Grouping:</strong> Each graph file represents all the comments for the respective project across its lifespan irrespective of any time slices. Edges represent the comments and users represent the nodes. While the different boards are still contained within the data, all boards occur in the data.
DOI: 10.25318/9810032601-fra
title: Minorité visible selon le lieu de naissance et le statut des générations : Canada, provinces et territoires, régions métropolitaines de recensement et agglomérations de recensement y compris les parties

description: Données sur les minorités visibles selon le lieu de naissance, le statut des générations, l'âge et le genre pour la population dans les ménages privés au Canada, dans les provinces et territoires, les régions métropolitaines de recensement, les agglomérations de recensement et les parties.
DOI: 10.17632/mkm6gh4v3p.1
title: Proteomics analysis of tissue aging nucleic acid binding proteins

description: The landscape of NABPs in different mouse stage will assist in the greater understanding of the cellular and molecular mechanisms which control immune system development and aging.
DOI: 10.17632/tfyrfmp4p2.1
title: Raw data-Mice learn from predator-attack experience to enhance flight behavior by optimizing environmental exploration strategy

description: Here is the raw data in the manuscript “Mice learn from predator-attack experience to enhance flight behavior by optimizing environmental exploration strategy”.
DOI: 10.17632/tfyrfmp4p2.2
title: Mice learn from predator-attack experience to enhance flight behavior by optimizing environmental exploration strategy

description: 
Successful avoidance of predators is critical for animal survival. However, little is known of how predator-attack experience may affect predator-defense behavior. Here, we caught mice by their tails to simulate a predator attack. We found that this led to a quicker flight response to visual threatening cues in experiences mice compared to naive mice. A single predator attack did not induce anxiety but increased activity in brain nuclei related to innate fear and learning. Predator-attack induced quickening of flight was partly rescued by pharmacological blockade of protein synthesis which is critical for learning. Experienced mice significantly reduced focused exploration of the floor during environmental exploration, which may facilitate the discovery of predators. These results suggest that mice can learn from experience of predator attacks to optimize their behavioral patterns for immediate detection of predator cues and a heightened response to these cues, thereby increasing the probability of survival.
DOI: 10.17632/m6946vynhf.1
title: Electroacupuncture enhances the modulatory effects of escitalopram oxalate in depression patients

description: This data is derived from a clinical trial of acupuncture for depression.
DOI: 10.5281/zenodo.6319604
title: LoGov Switzerland Interview Report n°2

description: The interviews have been realised in the framework of the H2020-MSCA-RISE-2018 project “LoGov - Local Government and the Changing Urban-Rural Interplay” as part of the implementation phase of the project. The interviews have been conducted with experts in the field of public administration, public law and political science, both researchers and practitioners, with the aim of widening the scope of the Country Report on Switzerland. To access the full transcription of this interview, the other interview reports on Switzerland, and to receive more information about the project, please visit: https://www.logov-rise.eu/. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No 823961.
DOI: 10.5281/zenodo.6319605
title: LoGov Switzerland Interview Report n°2

description: The interviews have been realised in the framework of the H2020-MSCA-RISE-2018 project “LoGov - Local Government and the Changing Urban-Rural Interplay” as part of the implementation phase of the project. The interviews have been conducted with experts in the field of public administration, public law and political science, both researchers and practitioners, with the aim of widening the scope of the Country Report on Switzerland. To access the full transcription of this interview, the other interview reports on Switzerland, and to receive more information about the project, please visit: https://www.logov-rise.eu/. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No 823961.
DOI: 10.5281/zenodo.6322975
title: LoGov Switzerland Interview Report n°2

description: The interviews have been realised in the framework of the H2020-MSCA-RISE-2018 project “LoGov - Local Government and the Changing Urban-Rural Interplay” as part of the implementation phase of the project. The interviews have been conducted with experts in the field of public administration, public law and political science, both researchers and practitioners, with the aim of widening the scope of the Country Report on Switzerland. To access the full transcription of this interview, the other interview reports on Switzerland, and to receive more information about the project, please visit: https://www.logov-rise.eu/. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No 823961.
DOI: 10.5281/zenodo.6319666
title: LoGov Switzerland Interview Report n°3

description: The interviews have been realised in the framework of the H2020-MSCA-RISE-2018 project “LoGov - Local Government and the Changing Urban-Rural Interplay” as part of the implementation phase of the project. The interviews have been conducted with experts in the field of public administration, public law and political science, both researchers and practitioners, with the aim of widening the scope of the Country Report on Switzerland. To access the full transcription of this interview, the other interview reports on Switzerland, and to receive more information about the project, please visit: https://www.logov-rise.eu/. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No 823961.
DOI: 10.5281/zenodo.6319667
title: LoGov Switzerland Interview Report n°3

description: The interviews have been realised in the framework of the H2020-MSCA-RISE-2018 project “LoGov - Local Government and the Changing Urban-Rural Interplay” as part of the implementation phase of the project. The interviews have been conducted with experts in the field of public administration, public law and political science, both researchers and practitioners, with the aim of widening the scope of the Country Report on Switzerland. To access the full transcription of this interview, the other interview reports on Switzerland, and to receive more information about the project, please visit: https://www.logov-rise.eu/. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No 823961.
DOI: 10.5281/zenodo.6322982
title: LoGov Switzerland Interview Report n°3

description: The interviews have been realised in the framework of the H2020-MSCA-RISE-2018 project “LoGov - Local Government and the Changing Urban-Rural Interplay” as part of the implementation phase of the project. The interviews have been conducted with experts in the field of public administration, public law and political science, both researchers and practitioners, with the aim of widening the scope of the Country Report on Switzerland. To access the full transcription of this interview, the other interview reports on Switzerland, and to receive more information about the project, please visit: https://www.logov-rise.eu/. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No 823961.
DOI: 10.25318/9810037901-eng
title: Interprovincial migrants 5 years ago by province or territory of origin and destination, mother tongue, age and gender: Current - Province or territory of residence

description: Data on 5 year interprovincial migrants for 2021 Census by province or territory of origin and destination, mother tongue, age and gender.
DOI: 10.25318/9810037901-fra
title: Migrants interprovinciaux 5 ans auparavant selon la province ou le territoire d'origine et de destination, la langue maternelle, l'âge et le genre : Actuel - Province ou territoire de résidence

description: Données sur les migrants interprovinciaux pour le Recensement de 2021 par la province ou le territoire d’origine et de destination sur une période de 5 ans, la langue maternelle, l’âge et le genre.
DOI: 10.5281/zenodo.6319705
title: LoGov Switzerland Interview Report n°4

description: The interviews have been realised in the framework of the H2020-MSCA-RISE-2018 project “LoGov - Local Government and the Changing Urban-Rural Interplay” as part of the implementation phase of the project. The interviews have been conducted with experts in the field of public administration, public law and political science, both researchers and practitioners, with the aim of widening the scope of the Country Report on Switzerland. To access the full transcription of this interview, the other interview reports on Switzerland, and to receive more information about the project, please visit: https://www.logov-rise.eu/. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No 823961.
DOI: 10.5281/zenodo.6319706
title: LoGov Switzerland Interview Report n°4

description: The interviews have been realised in the framework of the H2020-MSCA-RISE-2018 project “LoGov - Local Government and the Changing Urban-Rural Interplay” as part of the implementation phase of the project. The interviews have been conducted with experts in the field of public administration, public law and political science, both researchers and practitioners, with the aim of widening the scope of the Country Report on Switzerland. To access the full transcription of this interview, the other interview reports on Switzerland, and to receive more information about the project, please visit: https://www.logov-rise.eu/. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No 823961.
DOI: 10.5281/zenodo.6322978
title: LoGov Switzerland Interview Report n°4

description: The interviews have been realised in the framework of the H2020-MSCA-RISE-2018 project “LoGov - Local Government and the Changing Urban-Rural Interplay” as part of the implementation phase of the project. The interviews have been conducted with experts in the field of public administration, public law and political science, both researchers and practitioners, with the aim of widening the scope of the Country Report on Switzerland. To access the full transcription of this interview, the other interview reports on Switzerland, and to receive more information about the project, please visit: https://www.logov-rise.eu/. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No 823961.
DOI: 10.17028/rd.lboro.21618270
title: Supplementary information files for hydrothermal co-liquefaction of biomass and plastic wastes into biofuel: Study on catalyst property, product distribution and synergistic effects

description: Supplementary files for article hydrothermal co-liquefaction of biomass and plastic wastes into biofuel: Study on catalyst property, product distribution and synergistic effects This study reports an efficient conversion route for <em>prosopis juliflora</em> (PJ) biomass into high-quality bio-oil through catalytic hydrothermal liquefaction (HTL) process with systematically substituted hydrogen-rich plastic waste ‘polypropylene (PP)’, and using alumina supported metal oxide (Mo, Ni, W, and Nb) catalysts. The HTL treatments of PJ with PP (0-75 wt.%) were investigated in both sub and supercritical water conditions. An excellent synergy between PP and PJ was observed even in subcritical conditions (97.6% synergy at 340 °C at 25% PP to PJ), while efficient liquefaction of PP alone was observed only in the supercritical conditions. The optimum temperature, and PP substitution were found to be 420 °C and 25% respectively, with 46.5% bio-oil yield, high deoxygenation (65.1%), and carbon recovery (78.9%) when using Nb/Al2O3 as the catalyst. An in-depth analysis of physicochemical properties and the bio-oil product distribution with respect to each catalyst and PP/PJ substitution ratio are discussed in detail. Among all, the Nb/Al2O3 catalyst performed well with remarkable recyclability up to 10 cycles. The produced bio-oil mixture due to its low oxygen content is very promising to be upgraded to precursors for chemicals and transportation biofuels.
DOI: 10.17028/rd.lboro.21618270.v1
title: Supplementary information files for hydrothermal co-liquefaction of biomass and plastic wastes into biofuel: Study on catalyst property, product distribution and synergistic effects

description: Supplementary files for article hydrothermal co-liquefaction of biomass and plastic wastes into biofuel: Study on catalyst property, product distribution and synergistic effects This study reports an efficient conversion route for <em>prosopis juliflora</em> (PJ) biomass into high-quality bio-oil through catalytic hydrothermal liquefaction (HTL) process with systematically substituted hydrogen-rich plastic waste ‘polypropylene (PP)’, and using alumina supported metal oxide (Mo, Ni, W, and Nb) catalysts. The HTL treatments of PJ with PP (0-75 wt.%) were investigated in both sub and supercritical water conditions. An excellent synergy between PP and PJ was observed even in subcritical conditions (97.6% synergy at 340 °C at 25% PP to PJ), while efficient liquefaction of PP alone was observed only in the supercritical conditions. The optimum temperature, and PP substitution were found to be 420 °C and 25% respectively, with 46.5% bio-oil yield, high deoxygenation (65.1%), and carbon recovery (78.9%) when using Nb/Al2O3 as the catalyst. An in-depth analysis of physicochemical properties and the bio-oil product distribution with respect to each catalyst and PP/PJ substitution ratio are discussed in detail. Among all, the Nb/Al2O3 catalyst performed well with remarkable recyclability up to 10 cycles. The produced bio-oil mixture due to its low oxygen content is very promising to be upgraded to precursors for chemicals and transportation biofuels.
DOI: 10.5281/zenodo.7357835
title: [Dataset] Does Volunteer Engagement Pay Off? An Analysis of User Participation in Online Citizen Science Projects - Raw Data

description: <strong>Explanation/Overview:</strong> Corresponding raw data for the analyses described in D3.3 (can be found here), which are the result of our research that culminated into the publication "Does Volunteer Engagement Pay Off? An Analysis of User Participation in Online Citizen Science Projects", a conference paper for the conference CollabTech 2022: Collaboration Technologies and Social Computing and published as part of the Lecture Notes in Computer Science book series (LNCS,volume 13632) here. Usernames have been anonymised. The raw data is in the <code>.json</code> format and can be read by most languages/tools. It is recommended to import the data into a MongoDB to work with it. <strong>Purpose:</strong> The purpose of this dataset is to provide the basis for possible further examinations, involving additional (not yet analysed) features such as the content of the comments etc. and also new ways of extracting networks. <strong>Relatedness:</strong> The data of the different projects was derived from the forums of 7 Zooniverse projects based on similar discussion board features. The projects are: 'Galaxy Zoo', 'Gravity Spy', 'Seabirdwatch', 'Snapshot Wisconsin', 'Wildwatch Kenya', 'Galaxy Nurseries', 'Penguin Watch'. <strong>Content:</strong> The dataset contains three files: <code>Comments.json</code> contains the basic data representation with multiple fields (e.g., <code>time_created</code>, <code>user_login</code>). Each data field represents a comment. <code>Discussions.json</code> <code></code>contains all discussions. Each data field is a discussion, with multiple fields (e.g., <code>comments_count</code>, <code>user_login</code>) <code>Projects.json</code> <code></code>contains all projects. Each data field is a project, with multiple fields (e.g., <code>project_id</code>, <code>description</code>) <strong>Grouping:</strong> The projects (and thus the corresponding discussions and comments) were collected on the basis of common forum features such as the discussion boards.