Skip to main content
Powered by ShareScore

Find research datasets worth reusing

Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.

3

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

3 results for “Society 5.0”

Learn how ShareScore rates datasets ↗
zenodo48/100

Smarter open government data for Society 5.0: analysis of 51 OGD portals

<p>This dataset contains data collected during a study <a href="https://doi.org/10.3390/s21155204">&quot;Smarter open government data for Society 5.0: are your open data smart enough&quot;</a> (<em>Sensors</em>. 2021; 21(15):5204) conducted by Anastasija Nikiforova (University of Latvia).<br> It being made public both to act as supplementary data for &quot;Smarter open government data for Society 5.0: are your open data smart enough&quot; paper and in order for other researchers to use these data in their own work.</p> <p>The data in this dataset were collected in the result of the inspection of 60 countries and their OGD portals (total of 51 OGD portal in May 2021) to find out whether they meet the trends of Society 5.0 and Industry 4.0 obtained by conducting an analysis of relevant OGD portals.</p> <p>Each portal has been studied starting with a search for a data set of interest, i.e. &ldquo;real-time&rdquo;, &ldquo;sensor&rdquo; and &ldquo;covid-19&rdquo;, follwing by asking a list of additional questions.<br> These questions were formulated on the basis of combination of (1) crucial open (government) data-related aspects, including open data principles, success factors, recent studies on the topic, PSI Directive etc., (2) trends and features of Society 5.0 and Industry 4.0, (3) elements of the Technology Acceptance Model (TAM) and the Unified Theory of Acceptance and Use Model (UTAUT).</p> <p>The method used belongs to typical / daily tasks of open data portals sometimes called &ldquo;usability test&rdquo; &ndash; keywords related to a research question are used to filter data sets, i.e. &ldquo;real-time&rdquo;, &ldquo;real time&rdquo; and &ldquo;real time&rdquo;, &ldquo;sensor&rdquo;, covid&rdquo;, &ldquo;covid-19&rdquo;, &ldquo;corona&rdquo;, &ldquo;coronavirus&rdquo;, &ldquo;virus&rdquo;. In most cases, &ldquo;real-time&rdquo;, &ldquo;sensor&rdquo; and &ldquo;covid&rdquo; keywords were sufficient.<br> The examination of the respective aspects for less user-friendly portals was adapted to particular case based on the portal or data set specifics, by checking:<br> &nbsp;&nbsp;&nbsp; 1. are the open data related to the topic under question ({sensor; real-time; Covid-19}) published, i.e. available?<br> &nbsp;&nbsp;&nbsp; 2. are these data available in a machine-readable format?<br> &nbsp;&nbsp;&nbsp; 3. are these data current, i.e. regularly updated? Where the criteria on the currency depends on the nature of data, i.e. Covid-19 data on the number of cases per day is expected to be updated daily, which won&rsquo;t be sufficient for real-time data as the title supposes etc.<br> &nbsp;&nbsp;&nbsp; 4. is API ensured for these data?&nbsp; having most importance for real-time and sensor data;<br> &nbsp;&nbsp;&nbsp; 5. have they been published in a timely manner? which was verified mainly for Covid-19 related data. The timeliness is assessed by comparing the dates of the first case identified in a given country and the first release of open data on this topic.<br> &nbsp;&nbsp;&nbsp; 6. what is the total number of available data sets?<br> &nbsp;&nbsp;&nbsp; 7. does the open government data portal provides use-cases / showcases? &nbsp;<br> &nbsp;&nbsp;&nbsp; 8. does the open government portal provide an opportunity to gain insight into the popularity of the data, i.e. does the portal provide statistics of this nature, such as the number of views, downloads, reuses, rating etc.?<br> &nbsp;&nbsp;&nbsp; 9. is there an opportunity to provide a feedback, comment, suggestion or complaint?<br> &nbsp;&nbsp;&nbsp; 10. (9a) is the artifact, i.e. feedback, comment, suggestion or complaint, visible to other users?</p> <p>***Format of the file***<br> .xls, .ods, .csv (for the first spreadsheet only)</p> <p>***Licenses or restrictions***<br> CC-BY</p> <p>For more info, see README.txt</p>

opencc-by-4.0Jul 2021View details →
zenodo36/100

Maturity models for education 4.0 towards Society 5.0: Systematic Literature Review

<p>DataSet</p>

opencc-by-4.0Mar 2023View details →
zenodo32/100

Strategic Management of Cooperatives in the Society Era 5.0

<p>This material has presented on 2nd International Conference on Advance Research in Social and Economic Science in October 25, 2023.</p>

opencc-by-4.0Jun 2024View details →

ScienceDex guides

Understand access before you commit

These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

Compare curated datasets

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