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.

19

datasets available to search

ShareScore release 0.7.1

Reset

Dataset results

19 results for “Systematic Literature Mapping”

Learn how ShareScore rates datasets ↗
zenodo44/100

Unpacking the concept of "educators' data literacy in Higher Education" - Systematic Review of the literature and Keyword Map

<p>As algorithmic decision-making and data collection become pervasive within higher education, how can educators make sense of the systems that shape life and learning in the 21st century? Through a systematic review of the literature, the paper investigates the gaps in the literature, which prevent the formulation of potential pathways and principles on which educators&rsquo; data literacy can - and should - be developed and fostered. The analysis of 137 papers through the methods of classification under relevant categories, and key words mapping, showed that there is little attention on HE teachers, and most approaches to educators&rsquo; data literacy address management and technical abilities for data processing, with less concern on critical, ethical and personal approaches to datafication in education.</p> <p>The present dataset shows the full list of articles analysed.</p> <p>The dataset, and ods file, is composed by the following sheets:</p> <ol> <li>Codebook</li> <li>List of articles extracted from SCOPUS</li> <li>List of articles extracted from WOS</li> <li>List of articles extracted from ERIC</li> <li>List of articles extracted from DOAJ</li> <li>Interrater Agreement</li> <li>PRISMA workflow</li> <li>Analysis - First Level (classification of 137 articles selected)</li> <li>Analysis - Second Level (List of articles relating faculty development)</li> <li>Supplementary tables (counting articles in relation to the categories of analysis).</li> </ol> <p>As for the Keywords&#39; Map, a second file .csv displays the&nbsp;text&nbsp; over which basis was performed the keyword maps analysis. A .txt file shows notes relating the analysis procedures using the software VOS-Viewer&nbsp;<a href="http://www.vosviewer.com/">http://www.vosviewer.com/</a></p> <p>&nbsp;</p>

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

Systematic map of literature on land use conflicts: Dataset

<p>This dataset compiles the international, peer-reviewed literature on land use conflicts that was published between 2005 and 2020. It lists 306 publications and provides for each of them information regarding the research methods, research aims, covered land use types, covered geographical region, subject area, definition of &quot;land use conflict&quot;, and conceptual approach. It can be used to identify publications on specified topics or combinations of topics, such as literature on land use conflicts in Africa regarding the land use type pastoralism. The ROSES for systematic map reports file provides information of how the systematic map was compiled and the list of unobtainable and excluded publications lists those publications that appeared in the initial database search but were not included in the mapping, with reasons for exclusion. More information on the dataset&#39;s creation, a detailed analysis, and interpretation are provided in the corresponding journal article:</p> <p>Fienitz, Meike. 2023. &quot;Taking stock of land use conflict research: A systematic map with special focus on conceptual approaches.&quot; <em>Society &amp; Natural Resources</em>. http://dx.doi.org/10.1080/08941920.2023.2199380</p>

opencc-by-sa-4.0Dec 2022View details →
zenodo40/100

Adaptation and energy demand systematic mapping of the literature dataset

<p>Those files form a database of all the informations extracted during the associated systematic review : <a href="https://doi.org/10.1088/1748-9326/abc044">When adaptation increases energy demand: a systematic map of the literature</a></p> <p>ReadMe.pdf provides a detailled notice of the dataset.</p> <p>This dataset contains 1 SQLite file and for convenience 9 CSV files which are the tables contained in the SQLite file. CSV files are given both in Windows and Linux format in separate folders.</p>

opencc-by-4.0Jan 2021View details →
zenodo40/100

Research Management Systems: Systematic Mapping of Literature (2007-2017) - Topics, approaches and contributions of research about CRIS

<p>The size of the diamonds indicates the amount of articles belonging to each category.</p> <p>This image is uploaded as an integrated part of systematic mapping of literature &quot;Research Management Systems: Systematic Mapping of Literature (2007-2017)&quot;. This image will be cited across all future publications related to this project as Attribution-NonCommercial-NoDerivatives 4.0 International image.</p>

opencc-by-4.0Dec 2017View details →
zenodo40/100

Research Management Systems: Systematic Mapping of Literature (2007-2017) - Number of articles included during the search and qualitative evaluation process of the study

<p>This image is uploaded as an integrated part of systematic mapping of literature &quot;Research Management Systems: Systematic Mapping of Literature (2007-2017)&quot;. This image will be cited across all future publications related to this project as Attribution-NonCommercial-NoDerivatives 4.0 International image.</p>

opencc-by-4.0Dec 2017View details →
zenodo40/100

Research Management Systems: Systematic Mapping of Literature (2007-2017) - Topics covered in the analyzed articles

<p>This image is uploaded as an integrated part of systematic mapping of literature &quot;Research Management Systems: Systematic Mapping of Literature (2007-2017)&quot;. This image will be cited across all future publications related to this project as Attribution-NonCommercial-NoDerivatives 4.0 International image.</p>

opencc-by-4.0Dec 2017View details →
zenodo40/100

Research Management Systems: Systematic Mapping of Literature (2007-2017) - Process of systematic mapping

<p>This image is uploaded as an integrated part of systematic mapping of literature &quot;Research Management Systems: Systematic Mapping of Literature (2007-2017)&quot;. This image will be cited across all future publications related to this project as Attribution-NonCommercial-NoDerivatives 4.0 International image.</p>

opencc-by-4.0Dec 2017View details →
zenodo40/100

Research Management Systems: Systematic Mapping of Literature (2007-2017) - Publications per country

<p>Publications per country. Map based on longitude and latitude. The circle&rsquo;s colors show each country, while their size indicates the number of articles.</p> <p>This image is uploaded as an integrated part of systematic mapping of literature &quot;Research Management Systems: Systematic Mapping of Literature (2007-2017)&quot;. This image will be cited across all future publications related to this project as Attribution-NonCommercial-NoDerivatives 4.0 International image.</p>

opencc-by-4.0Dec 2017View details →
zenodo40/100

Research Management Systems: Systematic Mapping of Literature (2007-2017) - Publications by year and research areas

<p>This image is uploaded as an integrated part of systematic mapping of literature &quot;Research Management Systems: Systematic Mapping of Literature (2007-2017)&quot;. This image will be cited across all future publications related to this project as Attribution-NonCommercial-NoDerivatives 4.0 International image.</p>

opencc-by-4.0Dec 2017View details →
zenodo40/100

Research Management Systems: Systematic Mapping of Literature (2007-2017) - Contributions of the studies

<p>The size of the rectangles shows the amount of articles in each category.</p> <p>This image is uploaded as an integrated part of systematic mapping of literature &quot;Research Management Systems: Systematic Mapping of Literature (2007-2017)&quot;. This image will be cited across all future publications related to this project as Attribution-NonCommercial-NoDerivatives 4.0 International image.</p>

opencc-by-4.0Dec 2017View details →
zenodo40/100

Research Management Systems: Systematic Mapping of Literature (2007-2017) - Research approaches

<p>The size of the diamonds shows the number of articles that belong to each category.</p> <p>This image is uploaded as an integrated part of systematic mapping of literature &quot;Research Management Systems: Systematic Mapping of Literature (2007-2017)&quot;. This image will be cited across all future publications related to this project as Attribution-NonCommercial-NoDerivatives 4.0 International image.</p>

opencc-by-4.0Dec 2017View details →
zenodo40/100

Replication Package for a Systematic Literature Mapping of Agility in Safety-Critical Software Development within the Aerospace Industry

<p>This file collection package facilitates the replication of a Systematic Literature Mapping (SLM) focused on Agility in Safety-Critical Software Development within the Aerospace Industry. Authored by J. Eduardo Ferreira Ribeiro, Jo&atilde;o Gabriel Silva, and Ademar Aguiar, this dataset is dedicated to improving transparency and reproducibility in this field of study and future research.</p> <p>Specifically, the package includes:</p> <ul> <li><a href="https://github.com/zemacedo99/Replication-Package-Builder/releases/tag/v1.0.2">Replication Package Builder Version 1.0.2</a></li> <li>A list of terms (both inclusion and exclusion) used to construct the research string.</li> <li>A list of venues unrelated to the research topic, to be excluded from the results.</li> <li>The inclusion and exclusion criteria applied during the study.</li> <li>Lists of publication results from indexing services like Scopus, IEEE Xplore, Science Direct, HAL Open Science, Springer Nature, and the ACM Digital Library are all provided in CSV file format.</li> <li>A list of all publications in CSV format, compiled after the automated exclusion phase using the established inclusion and exclusion criteria.</li> <li>Finally, a complete list of all publications, including those from Snowball sampling, in XLSX format was compiled after the manual exclusion phase using the established inclusion and exclusion criteria.</li> </ul> <p>Compiled and published on Saturday, September 14, 2024, this dataset is crucial for researchers seeking to replicate or extend the SLM's findings.</p> <p>Lastly, we thank J. Antonio Dantas Macedo for contributing to developing and providing this <a href="https://github.com/zemacedo99/Replication-Package-Builder">replication package builder</a>.</p>

opencc-by-4.0Dec 2023View details →
zenodo40/100

Dataset - University Social Responsibility in the context of Social Appropriation of Knowledge: A Systematic Literature Mapping Approach (2015-2020)

<p>From abstract:</p> <p>University Social Responsibility (USR) should be seen beyond a yearly report and be understood as a process of Social Appropriation of Knowledge (SAK) though different stakeholders around higher education. The object of this literature mapping is to analyze the recent developments regarding USR regarding SAK in a higher education context where different stakeholders are involved. Following a PRISMA flow mapping process, six general-designed questions of 286 articles are revised for this paper as to discover how SAK happens within universities. All articles were retrieved from Scopus and Web of Sciences databases.&nbsp;The findings include a USR field divided between models&acute; approach and experience such as service-learning. Furthermore, sustainability and the environment take a special role within USR in the context of SAK that must be analyzed by itself as there is a wide interest in the topic.&nbsp;</p>

opencc-by-4.0Sep 2021View details →
zenodo40/100

Systematic Literature Mapping - Selected Articles Data Extraction

<p>- CSV with the raw data extracted from abstract + full-text review from the selected articles.</p> <p>- CSV with normalized data.</p> <p>- CSV with the normalized data after being a feature engineering step in which some columns have been deleted.</p> <p>- CSV with formal context to extract the concepts lattice.</p>

opencc-by-4.0Oct 2022View details →
zenodo32/100

Dataset for systematic mapping literature about STEAM through Challenge-Based Learning, Robotics and Physical Devices

<p>This is the public dataset for the&nbsp;systematic mapping literature review performed for the paper &quot;Fostering STEAM through Challenge-Based Learning, Robotics and Physical Devices: A systematic mapping literature review&quot;.</p> <p>Related to activity O2.A1 of the RoboSTEAM European Project.</p>

opencc-by-4.0Sep 2020View details →
dryad32/100

Ecological impacts of photosynthetic light harvesting in changing aquatic environments: A systematic literature map

<p>Underwater light is spatially as well as temporally variable and directly affects phytoplankton growth and competition. Here we systematically (following the guidelines of PRISMA-EcoEvo) searched and screened the published literature resulting in 640 individual articles. We mapped the conducted research for the objectives of (1) phytoplankton fundamental responses to light, (2) effects of light on the competition between phytoplankton species and (3) effects of climate change induced changes in the light availability in aquatic ecosystems. Among the fundamental responses of phytoplankton to light, the effects of light intensity (quantity, as measure of total photon or energy flux) were investigated in most identified studies. The effects of the light spectrum (quality) that via species-specific light absorbance result in direct consequences on species competition emerged more recently. Complexity in competition arises due to variability and fluctuations in light which effects are sparsely investigated on community level. Predictions regarding future climate change scenarios included changes in in stratification and mixing, lake and coastal ocean darkening, UV radiation, ice melting as well as light pollution which affect the underwater light-climate. Generalization of consequences is difficult due to a high variability, interactions of consequences as well as a lack in sustained timeseries and holistic approaches. Nevertheless, our systematic literature map, and the identified articles within, provide a comprehensive overview and shall guide prospective research.</p>

opencc-zeroMar 2022View details →
zenodo32/100

Analysis of Anomaly Detection for Artificial Intelligence of Things: A Systematic Literature Mapping

<p>This data set contains the characteristics extracted from each of the works selected from the literary review carried out following the PRISMA methodology.</p>

opencc-by-4.0Aug 2023View details →
dryad32/100

Ecological impacts of photosynthetic light harvesting in changing aquatic environments: A systematic literature map

Open the record for dataset details and reuse information.

publicMar 2022View details →
zenodo28/100

Systematic Literature Mapping (2016-2024)

Open the record for dataset details and reuse information.

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