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.
18,621
datasets available to search
ShareScore release 0.9.0
Dataset results
18,621 results for “development;”
FIGURE 5 in A new species of direct-developing frog of the genus Eleutherodactylus (Anura: Eleutherodactylidae) from Tamaulipas, Mexico
FIGURE 5. Similar habitat where Eleutherodactylus coelum sp. nov. individuals were found. Photo: Omar Becerra Soria.
Raw data - manuscript - Impact of methyl jasmonate on leaf consumption and development of Tuta absoluta (Lepidoptera: Gelechiidae) on tomato plants
<p>Raw data - manuscript - Impact of methyl jasmonate on leaf consumption and development of Tuta absoluta (Lepidoptera: Gelechiidae) on tomato plants</p>
Data - Mobile phones and their impact on the socioeconomic development of rural women in Peru
<p>Project database Mobile phones and their impact on the socioeconomic development of rural women in Peru</p>
The lateral habenula integrates age and experience to promote social transitions in developing rats
<p>This is the tabular source data associated with the manuscript "The lateral habenula integrates age and experience to promote social transitions in developing rats." Preprint DOI: https://doi.org/10.1101/2024.01.12.575446</p>
Development of an IoT-Based Early Warning System in Irrigation Channels to Supports Sustainable Environmental Management in Yogyakarta
<p>This material has presented on 2nd International Conference on Advanced Research in Engineering and Technology in October 25, 2023.</p>
Post-Pandemic Development Strategy for Cultural Tourism Village
<p>This material has presented on 2nd International Conference on Advance Research in Social and Economic Science in October 25, 2023.</p>
IS Development Strategy in the Leather Bag Craft Industry: A SWOT Analysis Perspective
<p>This material has presented on 2nd International Conference on Advance Research in Social and Economic Science in October 25, 2023.</p>
Identification of Potential Biomarkers for Cerebral Palsy and the Development of Prediction Models
Open the record for dataset details and reuse information.
Development of a Semester Learning Plans System Based on OBE (Outcome-Based Education)
<p>This material has presented on 2nd International Conference on Advanced Research in Engineering and Technology in October 25, 2023.</p>
Development of a synthetic vulnerable population for four major metropolitan regions in Canada
<p>Code and source data to generate a synthetic population of potentially vulnerable individuals at the DA levels for four canadian metropolitan regions (Calgary, Montreal, Toronto, Vancouver). The repository also includes the results and code to analyse them.</p> <p>It is shared as a complementary material for the article "<em>A synthetic vulnerable population dataset for fine scale geographical equity analysis and policy assessment in urban projects."</em>. (submitted), Jérémy Gelb, Philippe Apparicio, Hamzeh Alizadeh</p>
Gamification for Enhancing Soft Skills Development: a Systematic Mapping Study (supplementary material)
<p>This repository contains supplementary material for the manuscript "Gamification for Enhancing Soft Skills Development: a Systematic Mapping Study":</p> <ul> <li>Gamification for Enhancing Soft Skills Development.CSV: Meta-data and raw data extracted from papers inlcuding in the mapping study</li> </ul>
Neurobehavioral Synchrony and Social Cognition Development
<p><span>Social cognition develops through a complex interplay between neural maturation and environmental factors, yet the neurobehavioral mechanisms underlying this process remain unclear. Using a naturalistic fMRI paradigm, we investigated the effects of age and parental caregiving on social brain development and Theory of Mind (ToM) in 50 mother-child dyads. The functional maturity of social brain networks was positively associated with age, while mother-child neural synchronization during movie viewing was related to dyadic relationship quality. Crucially, parenting and child factors interactively shaped social cognition outcomes, mediated by ToM abilities. Our findings demonstrate the dynamic interplay of neurocognitive development and interpersonal synchrony in early childhood social cognition, and provide novel evidence for Bandura's theory of social learning and reciprocal determinism. This integrative approach, bridging brain, behavior, and parenting environment, advances our understanding of the complex mechanisms shaping social cognition. The insights gained can inform personalized interventions promoting social competence, emphasizing the critical importance of nurturing parental relationships in facilitating healthy social development.</span></p>
Supplementary Material for "Turning Low-Code Development Platforms into True No-Code with LLMs"
<p>This repository contains additional material supporting the paper titled "Turning Low-Code Development Platforms into True No-Code with LLMs"</p>
FIGURE 6 in Early development of Brachyplatystoma juruense (Boulenger, 1898) (Siluriformes: Pimelodidae)
FIGURE 6. Comparative illustration of postflexion larvae of Brachyplatystoma in dorsal view of the head and lateral view of the body, along with their respective adults, horizontally: (a) B. juruense—larval period at 19.19 mm SL and adult at 410.00 mm SL; (b) B. tigrinum—larval period at 17.95 mm SL and adult at 400.00 mm SL; (c) B. rousseauxii—larval period at 16.09 mm SL and adult at 440.80 mm SL; (d) B. capapretum—larval period at 19.59 mm SL and adult at 390.60 mm SL; (e) B. filamentosum—larval period at 10.96 mm SL and adult at 370.00 mm SL; and (f) B. vaillantii—larval period at 13.21 mm SL and adult at 350.00 mm SL. Scale bar for larvae = 1 mm and for adults = 10 mm.
FIGURE 1 in Early development of Brachyplatystoma juruense (Boulenger, 1898) (Siluriformes: Pimelodidae)
FIGURE 1. Location of the sampling stations for larvae and juveniles of Brachyplatystoma juruense used in the study, Amazon basin, Brazil.
Evaluation of literature reviews & primary sources thereof regarding the continuous development of AI
<p>Replication Package for the Paper The Past, Present, and Future of Research on the Continuous Development of AI.</p> <p>The Replication package includes:</p> <ul> <li>evaluation_literatureStudy.html/ipynb: <ul> <li>Analysis to answer RQ1: Analysis regarding the literature reviews and their demographic information and empirical standards</li> <li>Analysis to answer RQ2: main topics covered by systematic literature reviews and calculation of trends over time</li> <li>Analysis to answer RQ3: BerTopic Analysis for clustering primary sources</li> </ul> </li> <li>input.zip: Input Datasets for analysis</li> <li>generatedOutput: Output generated by analysis in evaluation_literatureStudy.ipynb - for further information of each csv or pdf file please refer to the analysis itself</li> <li>methodology.zp: <ul> <li>SLRFORSLR-data-includedSources - Excluded Sources.csv: Papers which were excluded because they did not fulfill inclusion/exclusion criteria</li> <li>SLRFORSLR-data-includedSources - Search terms.csv: database specific search terms and amount of results from each search term</li> <li>ThreatsToValidity-DeviationOfPrimarySources.pdf: As discussed in the threats to validity the identified literature studies where the primary sources differ to the stated amount by the literature reviews' authors.</li> <li>BerTopic_Models.zip: trained BerTopic models used to cluster primary sources</li> </ul> </li> </ul>
Replication Package for "Early Career Developers' Perceptions of Code Understandability. A Study of Complexity Metrics"
<div> <div> <div> <div> <div> <h2>Authors</h2> <ul> <li>Matteo Esposito, University of Oulu, Finland</li> <li>Andrea Janes, <span>Free University of Bozen-Bolzano</span>, Italy</li> <li>Terhi Kilamo, University of Tampere, Finland</li> <li>Valentina Lenarduzzi, University of Oulu, Finland</li> </ul> <h2>Content Overview</h2> <p>This replication package contains the following materials:</p> <ul> <li><strong>Tables:</strong> Excel files that include all hypothesis testing data, including normality tests.</li> <li><strong>Data:</strong> RAW Questionarie datasett.</li> </ul> <h2>Contact Information</h2> <p>For any issues, questions, or further assistance, please do not hesitate to contact the authors of the paper. We are here to help!</p> </div> </div> </div> </div> </div>
Health communication materials developed to promote NCD screening in Ethiopia
<p>These health communication materials are developed by the School of Public Health, Addis Ababa University to promote NCD screening in Ethopia. </p>
Influence of Social Media on Self-Image Perception and Its Impact on the Risk of Developing Eating Disorders
<p>STUDY: Influence of Social Media on Self-Image Perception and Its Impact on the Risk of Developing Eating Disorders</p> <p>This is a descriptive cross-sectional study conducted in a secondary education center in Zaragoza, Aragon, Spain.</p> <p>A questionnaire was administered to study the influence of social media on the risk of developing perception and eating disorders.</p> <p>The total sample consists of 112 students aged between 14 and 18 years.</p>
Material Suplementar - Is secure software development education necessary in the software industry? Answers from professionals of a technology hub in Brazil
<p><span>Context: The education and training of information security professionals is essential to ensure the protection of data and systems, as well as the privacy and security of sensitive information. Problem: This work aims to explore the context of a local technology hub to answer the following research question: Is secure software development education necessary in the software industry? Solution: To answer this question, an exploratory study was performed to understand the need for secure software development education from the point of view of software practitioners in a technology hub. Method: A questionnaire was prepared and sent to professionals of a Brazilian technology hub. Answers were analyzed by using qualitative research methods. Results: We obtained thirty eight answers. According to the results obtained, the majority of participants consider information security education important for the development of secure software. However, there is still a lack of information security education. Contributions: It is concluded that companies should invest more in adequate and comprehensive training on the topic, in addition to encouraging and rewarding professionals who prioritize software security in their projects. It is essential to disseminate a culture of information security throughout the organization, from senior management to development professionals, to make everyone aware of the importance of information security and their responsibility in maintaining it. Finally, it should be noted that developers have a crucial role in ensuring software security, being responsible for seeking knowledge and improving their skills in secure development through training, reading and practice</span><span>. (Paper accepted in the Brazilian Symposium of Software Engineering)</span></p>
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research 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.
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.
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.
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.
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.