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.
166
datasets available to search
ShareScore release 0.7.1
Dataset results
166 results for “open-source”
Computer Science Students Perceptions Regarding AI Open-Source Repositories Replication Package
Open the record for dataset details and reuse information.
Data from "SynBot: An open-source image analysis software for automated quantification of synapses"
<p>Primary image datasets and associated tables from the paper "SynBot: An open-source image analysis software for automated quantification of synapses". </p>
Classifying Open-Source Pre-Trained Models and Datasets for Software Engineering
Open the record for dataset details and reuse information.
An Exploratory Empirical Study of Trust & Safety Engineering in Open-Source Social Media Platforms
<p>*</p>
Replication package for the paper - "Balanced Knowledge Distribution among Software Development Teams - Observations from Open-Source and Closed-Source Software Development"
<p>Replication package for the paper - "Balanced Knowledge Distribution among Software Development Teams - Observations from Open-Source and Closed-Source Software Development".</p>
Evaluation of an Open-source Speech-processing Platform
ClinicalTrials.gov study NCT03686046. IPD Sharing: NO. Countries: 1. Publications: 4.
Open-source Hearing Aid Platform Comparisons
ClinicalTrials.gov study NCT05693610. IPD Sharing: NO. Countries: 1. Publications: 0.
OpenTn5: Open-Source Resource for Robust and Scalable Tn5 Transposase Purification and Characterization [CUT&Tag]
GEO Series GSE273909. Homo sapiens. 8 samples. Type: Genome binding/occupancy profiling by high throughput sequencing.
An Open-Source QIIME2 and R Pipeline for Multi-Amplicon 16S rRNA Profiling: Validation and Application in Pediatric Microbiome Studies
GEO Series GSE300047. unidentified. 119 samples. Type: Other.
OpenTn5: Open-Source Resource for Robust and Scalable Tn5 Transposase Purification and Characterization [ATAC-Seq]
GEO Series GSE273908. Homo sapiens. 20 samples. Type: Genome binding/occupancy profiling by high throughput sequencing.
OpenTn5: Open-Source Resource for Robust and Scalable Tn5 Transposase Purification and Characterization [sciATAC-Seq]
GEO Series GSE273910. Homo sapiens. 1 samples. Type: Genome binding/occupancy profiling by high throughput sequencing.
The ImmgenT Open-Source project
GEO Series GSE297097. Mus musculus. 156 samples. Type: Expression profiling by high throughput sequencing; Other.
Input data for manuscript "An open-source low-cost sensor for SNR-based GNSS reflectometry: Design and long-term validation towards sea level altimetry"
<p>Input data for Fagundes et al. (2021), "An open-source low-cost sensor for SNR-based GNSS reflectometry: Design and long-term validation towards sea level altimetry", GPS Solutions (in press). <a href="https://www.researchgate.net/publication/341946011">preprint</a></p>
DeepPull: Deep Learning-Based Approach for Predicting Reopening, Decision, and Lifetime of Pull Requests on GitHub Open-Source Projects
<p>This dataset is from the paper titled "DeepPull: A Deep Learning-Based Approach for Predicting Reopening, Decision, and Lifetime of Pull Requests in GitHub Open-Source Projects," authored by P. Banyongrakkul and S. Phoomvuthisarn.</p><p>The dataset includes 288,121 pull requests from 83 open-source GitHub projects, spanning 6 different programming languages: Python, R, Java, Ruby, PHP, and C++. These pull requests were submitted between the periods of August 2010 and September 2023. The dataset consists of 30 tabular features, 2 textual features, 3 target features, and 5 metadata properties.</p>
Photizo: an open-source library for cross-sample analysis of FTIR spectroscopy data
<p>With continually improved instrumentation, Fourier transform infrared (FTIR) microspectroscopy can now be used to capture thousands of high-resolution spectra for chemical characterisation of a sample. The spatially resolved nature of this method lends itself well to histological characterisation of complex biological specimens. However, commercial software currently available can make joint analysis of multiple samples challenging and, for large datasets, computationally infeasible. In order to overcome these limitations, we have developed Photizo - an open-source Python library for spectral analysis which includes functions for pre-processing, visualisation and downstream analysis, including principal component analysis, clustering, macromolecular quantification and biochemical mapping. This library can be used for analysis of spectroscopy data without a spatial component, as well as spatially-resolved data, such as data obtained via infrared (IR) microspectroscopy in scanning mode and IR imaging by focal plane array (FPA) detector. The data set made available here was FTIR microspectroscopy spatially resolved data used for demonstrating cross-sample analysis using Photizo including example metadata. </p>
Supplementary Data and Scripts for the Paper "Synchronous Development in Open-Source Projects: A Higher-Level Perspective"
<p>Anonymized data and scripts used to produce the results of the paper "Synchronous Development in Open-Source Projects: A Higher-Level Perspective".</p>
An Empirical Comparison of Ethnic and Gender Diversity of DevOps and non-DevOps Contributions to Open-Source Projects
<p>This is the replication package for the paper titled "An Empirical Comparison of Ethnic and Gender Diversity of DevOps and non-DevOps Contributions to Open-Source Projects." </p> <p>The preview is our online appendix. We encourage you to read the README.md file for more information about the replication package and the folder structure. </p> <p> </p>
Clinical Application of an Open-source Artificial Pancreas System in Adult Inpatients With Diabetes
ClinicalTrials.gov study NCT05765097. IPD Sharing: Not stated. Countries: 1. Publications: 0.
Open-Source Artificial Pancreas System Use Among People With Type 1 Diabetes Mellitus in China
ClinicalTrials.gov study NCT06081231. IPD Sharing: NO. Countries: 1. Publications: 0.
Validation of a High-Quality Low-Cost Open-Source Electrocardiograph
ClinicalTrials.gov study NCT04209062. IPD Sharing: NO. Countries: 1. Publications: 0.
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.