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5,666 results for “Social”

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zenodo44/100

A Global Database of Historic and Real-time Flood Events based on Social Media

<p>Early event detection and response can significantly reduce the societal impact of floods. Currently, early warning systems rely on gauges, radar data, models and informal local sources. However, the scope and reliability of these systems are limited. Recently, the use of social media for detecting disasters has shown promising results, especially for earthquakes. Here, we present a new database for detecting floods in real-time on a global scale using Twitter. The method was developed using 88 million tweets, from which we derived over 10.000 flood events (i.e., flooding occurring in a country or first order administrative subdivision) across 176 countries in 11 languages in just over four years. Using strict parameters, validation shows that approximately 90% of the events were correctly detected. In countries where the first official language is included, our algorithm detected 63% of events in NatCatSERVICE disaster database at admin 1 level. Moreover, a large number of flood events not included in NatCatSERVICE are detected. All results are publicly available on <a href="http://www.globalfloodmonitor.org">www.globalfloodmonitor.org</a>.</p>

opencc-by-4.0May 2019View details →
zenodo44/100

Dateset on 'Disentangling associations of human wellbeing with green infrastructure, degree of urbanity, and social factors around an Asian megacity'

<p>The data was collected a part of the baseline survey on household socio-economics among the Bengalurian along the rural-urban interface.&nbsp;</p>

opencc-by-4.0Aug 2024View details →
zenodo44/100

Kappeler PM et al, 2013: Mammalian Social Behaviour

<p>Kappeler PM, Barrett L, Blumstein DT, Clutton-Brock TH. 2013. Constraints and flexibility in mammalian social behaviour: introduction and synthesis. Phil. Trans. R. Soc. B 2013 368 20120337; DOI: 10.1098/rstb.2012.0337</p>

opencc-by-4.0Aug 2024View details →
zenodo44/100

Survey on the social impact of the citizen science in the projects LIFE MIPP and InNat

<p>The present dataset consists in a sociological survey addressed to the volunteers involved in MIPP and InNat projects, a citizen science initiative aimed at the collection of distribution data of protected species and habitats all over Italian national territory. In particular, two different files are provided:&nbsp;</p> <ol> <li>the original survey (questions and answers) addressed to the volunteers in Italian</li> <li>the English translation of the questionnaire&nbsp;</li> </ol> <p>The survey covers different topics: socio-demographic data (section 1), opinions on the role of volunteering in a citizen science project (section 2), possible previous citizen science experience (section 3), test on the acquired skills on the monitored insect species with MIPP/InNat (section 4), opinions concerning the ecological crisis and the trust in the ability of humankind to solve environmental issues (section 5), possibility to be further contacted for additional interviews (section 6).</p> <p>A total of 364 completed questionnaires have been collected and relative results are provided here. Moreover, the above-mentioned results are&nbsp; thoroughly investigated and analysed in a scientific paper which also explores drivers that might keep volunteers active in a biodiversity monitoring project. Indeed, the engagement of volunteers in citizen science projects is a remarkable issue to address in order to ensure long-term sustainability, scientific relevance and public participation.</p> <p>The MIPP/InNat initiative started in 2012, with the project MIPP &ldquo;Monitoring of insects with public participation&rdquo; (LIFE11 NAT/IT/000252) which ended in 2017, and was then continued by the InNat project thanks to Italian National fundings. Data gathered in both projects converged in the same database. This research was supported by the National Recovery and Resilience Plan (NRRP), Mission 4 Component 2 Investment 1.4 - Call for tender No. 3138 of 16 December 2021, rectified by Decree n.3175 of 18 December 2021 of Italian Ministry of University and Research funded by the European Union &ndash; 1034 of 17 June 2022 adopted by the Italian Ministry of University and Research, CUP B83D21014060006, Project title &ldquo;National Biodiversity Future Center&rdquo; &ndash; NBFC.</p>

opencc-by-4.0Sep 2024View details →
zenodo44/100

More social species live longer, have longer generation times, and longer reproductive windows

<p>Data and scripts required to reproduce the results of the manuscript "More social species live longer, have longer generation times, and longer reproductive windows"</p>

opencc-by-4.0Sep 2024View details →
zenodo44/100

The long-term impact of church activity on social capital: lessons from post-war Czechoslovakia

<p>This is a basic set of variables used in the paper "The long-term impact of church activity on social capital: lessons from post-war Czechoslovakia", co-authored by &Scaron;těp&aacute;n Mikula (Masaryk Unversity, IZA), Fabio Sabatini (Sapienza University of Rome, IZA), and Tommaso Reggiani (Cardiff University, Masaryk Unversity, IZA). The first draft of the paper is available as a MUNI ECON working paper (<a href="https://doi.org/10.5817/WP_MUNI_ECON_2023-03" target="_blank" rel="noopener">DOI 10.5817/WP_MUNI_ECON_2023-03</a>), which also includes a detailed data description.</p> <p>The current dataset is restricted to variables that are available from open sources. We are not allowed to share the complete set of variables publically.</p> <p>The table contains the following variables:</p> <ul> <li>KOD_OBEC...Municipality ID defined by <a href="https://apl2.czso.cz/iSMS/cisdet.jsp?kodcis=43">CISOB codebook</a>.</li> <li>dieceze...Diocese name (as defined in pre-1989 period)</li> <li>year</li> <li>church...Indicator variable for the presence of a church building in the municipality in 1945</li> <li>ngo_all...Density of NGOs</li> <li>ngo_other...Density of church-unrelated NGOs</li> <li>ngo_church...Density church-related NGOs</li> <li>priest_years...priests' tenure (years)</li> <li>ger_share...Share of ethnic Germans in 1930 (<a href="https://doi.org/10.1016/j.jue.2021.103385">Guzi et al. 2021</a>)</li> <li>population1950...Population in 1950 (<a href="https://csu.gov.cz/produkty/historicky-lexikon-obci-1869-az-2015">Historick&yacute; atlas</a>)</li> <li>TRI_mean...Terrain Roughness Index</li> <li>CZdist...Distance to the country border</li> </ul>

opencc-by-4.0Sep 2024View details →
zenodo44/100

Social networks and transformative behaviors in a grassland social-ecological system

<p>Dataframe for analysis presented in Nesbitt et al.'s <span>Social networks and transformative behaviors in a grassland social-ecological system published in People and Nature. Dataframe includes responses from an ego network survey administered to Nebraska (USA) ranchers in 2021.&nbsp;</span></p> <p><span>Metadata describes each variable in further detail including the question number from the survey.</span></p> <p>&nbsp;</p>

opencc-by-4.0Jun 2024View details →
zenodo44/100

Virtual reality exposure therapy for social anxiety_Premkumar et al 2024

<p>The dataset from the project titled "Augmenting virtual-reality exposure therapy for social anxiety with biofeedback: a randomised controlled trial"</p>

opencc-by-4.0Oct 2024View details →
zenodo44/100

Indicadores sociales del Banco Mundial por país

<p>Este conjunto de datos proporciona una visi&oacute;n completa de los principales indicadores sociales de cada pa&iacute;s, como pobreza, esperanza de vida, poblaci&oacute;n, crecimiento demogr&aacute;fico, migraci&oacute;n e &iacute;ndice de capital humano. La informaci&oacute;n, respaldada por el Banco Mundial, es confiable y &uacute;til para analizar y comparar el desarrollo social global, facilitando estudios y an&aacute;lisis de tendencias clave.</p>

opencc-by-4.0Nov 2024View details →
zenodo44/100

Social Accounting Matrix for Lithuania, 2017 (with disaggregated Rubber and Plastics activity)

<p>The dataset is based on doi: 10.5281/zenodo.5077893 but includes Rubber and plastics activity disaggregated to depict production of plastic bags with more details.</p>

opencc-by-4.0Jun 2021View details →
zenodo44/100

Social Accounting Matrix for Lithuania, 2017 (with the shift to bioplastics in packing industry)

<p>The dataset is based on doi: 10.5281/zenodo.5077893 but includes bioplastics as the main input for the production of plastic sacks and bags.</p>

opencc-by-4.0Jun 2021View details →
zenodo44/100

Social Accounting Matrix for Lithuania, 2017

<p>The dataset provides Lithuanian Social Accounting Matrix compilded using official data from Eurostat:</p> <p>&bull;Supply table (naio_10_cp15)</p> <p>&bull;Use table (naio_10_cp16)</p> <p>&bull;Statistics on non-financial transactions (nasq_10_nf_tr)</p> <p>The matrix is balanced minimizing relative deviations from original values. It uses Eurostat&#39;s naming conventions. In addition, elements ACT1, ACT2, ACT3, ACT4, ACT5, CMD1, CMD2, CMD3, CMD4, CMD5, FC1, FC2 are introduced to enable disaggregations and descriptions of industrial transformations.</p>

opencc-by-4.0May 2021View details →
zenodo44/100

Exploring the economic, social, and environmental dimensions of community-supported agriculture in Italy (dataset)

<p>Dataset inherent to the following article:</p> <p>Medici, M., Canavari, C., Castellini, A., 2021. <em>Exploring the economic, social, and environmental dimensions of community-supported agriculture in Italy</em>, Journal of Cleaner Production, 316, 128233, DOI: <a href="https://doi.org/10.1016/j.jclepro.2021.128233">10.1016/j.jclepro.2021.128233</a></p>

opencc-by-4.0Jul 2021View details →
zenodo44/100

Diaspora Policies, Consular Services and Social Protection for Swiss Citizens Abroad

<p>Overview of the policies of Swiss institutions in their dealings with Swiss abroad, with<br> a specific focus on the area of social protection.</p> <p>List of interviews, codebook along DDI standard in pdf and xml version.</p>

opencc-by-4.0Jun 2021View details →
zenodo44/100

Qualitative dataset - Social justice-oriented narratives in European urban food strategies: Bringing forward redistribution, recognition and representation (Smaal et al., 2021)

<p>This qualitative dataset contains the English translations of&nbsp;the&nbsp;plain texts of the urban food strategy documents or webpages&nbsp;of 16 European medium-sized&nbsp;cities: Basel [CH]; Bristol [UK]; Bruges [BE]; Cordoba [ES]; Donostia - San Sebasti&aacute;n [ES]; Ede [NL]; Geneva [CH]; Ghent [BE]; Grenoble [FR]; Groningen [NL]; Montpellier [FR]; Nantes [FR]; Rennes [FR]; Tours [FR]; Uppsala [SE]; and Vitoria-Gasteiz [ES]. The search for&nbsp;and translation of the urban food strategy documents and webpages&nbsp;have been performed&nbsp;in early 2019. The files have been analysed in NVivo (qualitative data analysis software).&nbsp;The upload&nbsp;also includes figures and a&nbsp;table with the authors&#39; assessments connected to the resources and services codes and radar diagram visualisations presented in the following paper:&nbsp;</p> <p>Smaal, S. A. L., Dessein, J., Wind, B. J., &amp; Rogge, E. (2021). Social justice-oriented narratives in European urban food strategies: Bringing forward redistribution, recognition and representation. <em>Agriculture and Human Values</em>, 38(3), 709&ndash;727. <a href="http://doi.org/10.1007/s10460-020-10179-6">https://doi.org/10.1007/s10460-020-10179-6</a>&nbsp;</p> <p><strong>Abstract:&nbsp;</strong>More and more cities develop urban food strategies (UFSs) to guide their efforts and practices towards more sustainable food systems. An emerging theme shaping these food policy endeavours, especially prominent in North and South America, concerns the enhancement of social justice within food systems. To operationalise this theme in a European urban food governance context we adopt Nancy Fraser&rsquo;s three-dimensional theory of justice: economic redistribution, cultural recognition and political representation. In this paper, we discuss the findings of an exploratory document analysis of the social justice-oriented ambitions, motivations, current practices and policy trajectories articulated in sixteen European UFSs. We reflect on the food-related resource allocations, value patterns and decision rules these cities propose to alter and the target groups they propose to support, empower or include. Overall, we find that UFSs make little explicit reference to social justice and justice-oriented food concepts, such as food security, food justice, food democracy and food sovereignty. Nevertheless, the identified resources, services and target groups indicate that the three dimensions of Fraser are at the heart of many of the measures described. We argue that implicit, fragmentary and unspecified adoption of social justice in European UFSs is problematic, as it may hold back public consciousness, debate and collective action regarding food system inequalities and may be easily disregarded in policy budgeting, implementation and evaluation trajectories. As a path forward, we present our plans for the RE-ADJUSTool that would enable UFS stakeholders to reflect on how their UFS can incorporate social justice and who to involve in this pursuit.</p> <p><em>This project has received funding from the European Union&#39;s Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant agreement No 765389.&nbsp;</em></p> <p>Project webpage:&nbsp;<a href="https://recoms.eu/">https://recoms.eu/</a></p>

opencc-by-4.0Aug 2021View details →
zenodo44/100

Qualitative dataset - Socially just urban food policy implementation: a case study in Groningen (NL)

<p>This qualitative dataset contains the transcripts of 43 interviews that have been conducted with members of social food initiatives (e.g. community gardens and orchards, food assistance, social restaurants, food education projects, social employment trajectories, fair trade campaigns, and so on) in the city of Groningen, as well as&nbsp;the interview guide and the information sheet and consent form that have been used during data collection. In addition, the upload&nbsp;includes the interview guide, posters, assessment table,&nbsp;information sheet and consent form that have been used in&nbsp;a&nbsp;two-part focus group with 3&nbsp;food policy coordinators of the municipality of Groningen. The data was collected from November 2019 till March&nbsp;2020. The transcripts&nbsp;have been analysed in NVivo (qualitative data analysis software).The&nbsp;link to and abstract of&nbsp;the&nbsp;paper based on this dataset&nbsp;will be provided when our manuscript&nbsp;gets published.</p> <p><em>This project has received funding from the European Union&#39;s Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant agreement No 765389.&nbsp;</em></p> <p>Project webpage:&nbsp;<a href="https://recoms.eu/">https://recoms.eu/</a></p>

opencc-by-4.0Aug 2021View details →
zenodo44/100

Análise bibliométrica sobre justiça social

<p>A fim de compreender quais &aacute;reas vem incluindo a justi&ccedil;a social em suas discuss&otilde;es, foi realizada uma breve an&aacute;lise bibliom&eacute;trica a partir de artigos disponibilizados na base de dados SciELO.</p>

opencc-bySep 2021View details →
zenodo44/100

La función de la biblioteca penitenciaria en la reinserción social de los internos del Complejo Penitenciario Puente Grande, Jalisco, México (Datos de Investigación)

<p>Research data from the article &quot;The role of the prison library in the social reintegration of inmates of the Puente Grande Penitentiary Complex, Jalisco, Mexico&quot; are shown.<br> <br> <br> Se muestran los datos de investigaci&oacute;n del art&iacute;culo&nbsp; &quot;La funci&oacute;n de la biblioteca penitenciaria en la reinserci&oacute;n social de los internos del Complejo Penitenciario Puente Grande, Jalisco, M&eacute;xico&quot;</p>

opencc-by-4.0Sep 2021View details →
zenodo44/100

Driving social and economic development in the MENA region: the role of international organizations - Stakeholders' engagement meeting report

<p>On 15 November 2018, the Center for Public Policy and Democracy Studies (PODEM)&nbsp;hosted a&nbsp;stakeholders&rsquo; meeting in Istanbul with twenty-nine participants, including academics, experts, and&nbsp;representatives from civil society and international humanitarian and development organizations&nbsp;from Europe and the MENA region, as part of the Middle East North Africa Regional Architecture&nbsp;Project (MENARA). Through two panels of expert presentations and facilitated discussion, the&nbsp;participants addressed present challenges, ongoing transformations and future opportunities&nbsp;facing societies across the region, as well as the role of international organizations in addressing&nbsp;these challenges and opportunities. This report will summarize the discussion during that meeting&nbsp;in two broad parts, focusing on the region&rsquo;s challenges and positive developments respectively and&nbsp;is further divided into sections by issue subject. Two sets of policy recommendations are provided&nbsp;at the end of the report.</p>

opencc-by-4.0Jan 2019View details →
zenodo44/100

CoMix social contact data (Netherlands)

<p>Social contact data for Netherlands from the CoMix survey.<br> Changelog:<br> <br> Version 2: Updated time frame.<br> &nbsp;</p>

opencc-by-4.0May 2021View details →

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Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

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