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.
747
datasets available to search
ShareScore release 0.7.1
Dataset results
747 results for “Open Data”
Correcting open chromatin bias in bulk and single-cell CUT&Tag data with PATTY [CUT&Tag]
GEO Series GSE298565. Homo sapiens. 1 samples. Type: Genome binding/occupancy profiling by high throughput sequencing.
COEMS EU2020 Open Data
<p>Open Data generated in the context of the COEMS H2020 project for the monitoring of execution traces. The Open Data includes the software source code, the instrumented binary files that we monitor, the execution traces and the output analysis that the TeSSLa specifications generated. The experiments are executed both in x86/ARM architectures. The x86 experiments corresponds to the offline monitoring of the execution traces; while the ARM experiments corresponds to the online monitoring via the COEMS hardware specific infrastructure. The Open Data includes 2 case of study from a COEMS industrial partner.</p>
Dataset - Open IDs of Tweets containing data on Healthy food
Open the record for dataset details and reuse information.
UJA_OPEN_Antibiotics Data SOIL O-LIVE PROJECT 2024 RP1
<p>Database with Antibiotics Data within the frame of the WP2 Diagnosis phase in SOIL O-LIVE PROJECT</p>
UJA_UNIPA_CNR_UAG_ELGO-D_NSA-M_HMU_OPEN_Soil Parameters Data SOIL O-LIVE PROJECT 2024 RP1
<p>Database with Soil Parameters Data within the frame of the WP2 Diagnosis phase in SOIL O-LIVE PROJECT</p>
Open source data for microservice partitioning
<p>Open-source datasets for microservice partitioning.</p>
Open chromatin and transcriptome analysis of iPSCs differentiated into lung epithelium at air-liquid interface reveals key transcriptional drivers and processes (ATAC-seq data)
GEO Series GSE136857. Homo sapiens. 16 samples. Type: Genome binding/occupancy profiling by high throughput sequencing.
Expression data from open bariatric surgery patients - various adipose samples
GEO Series GSE42715. Homo sapiens. 9 samples. Type: Expression profiling by array.
COCD: Catalog of Open Cluster Data First Extension
This table contains a list of 130 Galactic open clusters, found in the All-Sky Compiled Catalogue of 2.5 Million Stars (ASCC-2.5) and not included in the original Catalog of Open Cluster Data (COCD): it is known as the 1st Extension of the COCD (COCD-1). For these new clusters, the authors determined a homogeneous set of astrophysical parameters such as size, membership, motion, distance and age. In their previous work (the Browse table COCD based on the <a href="https://cdsarc.cds.unistra.fr/ftp/cats/J/A+A/438/1163">CDS Cat. J/A+A/438/1163</a>), 520 already-known open clusters out of a sample of 1700 clusters from the literature were confirmed in the ASCC-2.5 using independent, objective methods. Using these same methods, the whole sky was systematically screened for new clusters. The newly detected clusters show the same distribution over the sky as the known ones. It is found that without the a priori knowledge about existing clusters the authors' search lead to clusters which are, on average, brighter, have more members and cover larger angular radii than the 520 previously-known ones. On the basis of data on about 6,200 possible members (including about 2,200 most probable ones) and homogeneous methods of cluster parameter determination, the angular sizes of cluster cores and coronae, cluster heliocentric distances, colour-excesses, mean proper motions, and ages of 130 clusters and mean radial velocities of 69 clusters were established and collected in the COCD-1. Clusters in the catalogue are numbered in order of increasing J2000.0 Right Ascension. The 1st Extension of the Open Cluster Diagrams Atlas (OCDA-1) presents a set of open cluster diagrams used for the determination of parameters of the 130 newly discovered open clusters, and is intended to illustrate the quality of the constructed cluster membership, and the accuracy of the derived cluster parameters. Every diagram presents relations between various stellar data from the all sky catalog ASCC-2.5(Kharchenko, 2001, CDS Cat. <I/280>) in the area of the specific cluster. There are five diagrams provided for every cluster in the Atlas: the area map, the density profile, the vector point diagram, the "magnitude equation" (proper motion in each coordinate versus V magnitude) diagram, and the color-magnitude diagram. The 130 OCDA-1 PostScript plots (one file per cluster) are available as a remote data product for all of the entries in this table. This table was created by the HEASARC in May 2011 based on <a href="https://cdsarc.cds.unistra.fr/ftp/cats/J/A+A/440/403/">CDS Catalog J/A+A/440/403/</a> files cluster.dat and notes.dat. This is a service provided by NASA HEASARC .
COCD: Catalog of Open Cluster Data
The Catalog of Open Cluster Data (COCD) is a result of studies of the wide neighborhoods of 513 open clusters and 7 compact associations carried out in the high-precision homogeneous All-Sky Compiled Catalog of 2.5 Million Stars (ASCC-2.5, Kharchenko 2001, <a href="https://cdsarc.cds.unistra.fr/ftp/cats/I/280">CDS Cat. <I/280></a>). On the basis of data on about 33,000 possible members (including about 10,000 most probable ones) and homogeneous methods of cluster parameter determination, the angular sizes of cluster cores and coronae, cluster heliocentric distances, mean proper motions, mean radial velocities and ages were established and collected in the COCD. These include cluster distances for 200 clusters, average cluster radial velocities for 94 clusters, and cluster ages for 195 clusters derived for the first time. Clusters in the catalogue are sequenced in their Right Ascension J2000 order. The Open Cluster Diagrams Atlas (OCDA) presents a set of open cluster diagrams used for the determination of parameters of the 513 open clusters and 7 compact associations, and is intended to illustrate the quality of the constructed cluster membership (Kharchenko et al. 2004, CDS Cat. <J/AN/325/740>), and the accuracy of the derived cluster parameters. Every diagram presents relation between various stellar data from the ASCC-2.5 in the area of the specific cluster. There are five diagrams provided for every cluster in the Atlas: the area map, the density profile, the vector point diagram, the magnitude equation diagram and the color-magnitude diagram. The OCDA PostScript plots (one file per cluster) are available as a remote data product for entries in this table. This table was created by the HEASARC in May 2011 based on <a href="https://cdsarc.cds.unistra.fr/ftp/cats/J/A+A/438/1163">CDS Catalog J/A+A/438/1163</a> files cocd.dat and notes.dat. This is a service provided by NASA HEASARC .
SocketSense Open Access Data
<p>This is the summary of SocketSense's open access data.</p> <p><strong>SocketSense (https://www.socketsense.eu/) </strong>is a<strong> EU funded </strong>project aimed to develop an innovative advanced sensor-based socket system that will enable comfortable socket manufacturing tailored to patients needs. The cutting-edge technology will use real-time monitoring of residual limb tissues evolvement by collecting data through advanced embedded sensors. The end product will be designed through biomechanical modelling and CAD/CAM tools and finally coming to life via additive manufacturing.<br>With SocketSense, the prosthetists will be able to achieve a good-fit socket within the same day when the patient needs a new one, and the technique will apply to all lower limb amputees (above knee and below knee).</p> <p>Publications list</p> <pre>1. <a href="https://doi.org/10.1109/biocas54905.2022.9948616">Wearable pressure sensing for lower limb amputees.</a> 2. <a href="https://isb2021.com/">Fuzzy-logic Inference System for Transfemoral Socket Rectification.</a> 3. <a href="https://isb2021.com/">Biomechanical response of residual limb: combining shear-wave elastography and finite element analysis. </a> 4. <a href="https://isb2021.com/">Ultrasound investigation of muscle size and muscle properties in transfemoral amputees. </a> 5. <a href="https://doi.org/10.1109/DSD53832.2021.00038">Evaluation of Time Series Clustering on Embedded Sensor Platform. </a> 6. <a href="https://doi.org/10.3390/s21155016">A scoping review of pressure measurements in prosthetic sockets of transfemoral amputees during ambulation: key considerations for sensor design.</a> 7.<a href="https://doi.org/10.3390/s21113764"> Development of Prototype Low Cost QTSS™ Wearable Flexible more Envirofriendly Pressure, Shear and Friction sensors for dynamic Prosthetic Fit Monitoring. </a> 8. <a href="https://doi.org/10.3390/s21113743">A Sensor-based Decision Support System for Transfemoral Socket Rectification.</a> 9. <a href="https://doi.org/10.5220/0010838600003123">A Mechatronics-Twin Framework based on Stewart Platform for Effective Exploration of Operational Behaviors of Prosthetic Sockets with Amputees. </a> 10. <a href="https://doi.org/10.3390/s22093103">Redundancy Reduction for Sensor Deployment in Prosthetic Socket: A Case Study.</a> 11. <a href="https://www.ot-world.com/index-en.html">Simultaneous intra-socket shear and pressure measurements of a transfemoral amputee during dynamic and static activities: a feasibility study. </a> 12. <a href="https://www.ot-world.com/index-en.html">A toolbox for bi-directional conversions between 3D prosthetic socket stress measurements and its representations in 2D. </a> 13.<a href="https://doi.org/10.3390/app12030986"> Analyzing Dynamic Operational Conditions of Limb Prosthetic Sockets with A Mechatronics-Twin Framework.</a> 14. <a href="https://www.diva-portal.org/smash/get/diva2:1371201/FULLTEXT01.pdf">Master Thesis: Wearable sensors in prosthetic socket. </a> 15. <a href="http://kth.diva-portal.org/smash/get/diva2:1524817/FULLTEXT01.pdf">Master Thesis: Effective Optimization of Deployment for Wearable Sensors in Transfemoral Prosthesis. </a> </pre> <p> </p> <p>Datasets list</p> <p><br>1. <a href="https://www.mdpi.com/1424-8220/21/11/3764">RISE_DS01_Development of Prototype Low-Cost QTSS™ Wearable Flexible More Enviro-Friendly Pressure, Shear, and Friction Sensors for Dynamic Prosthetic Fit Monitoring </a><br>DOI: 10.5281/zenodo.7400478 (This summary repository)<br>Repository link: https://www.mdpi.com/1424-8220/21/11/3764 <br>D.O.I linked Publication: https://www.mdpi.com/1424-8220/21/11/3764<br>2. <a href="https://www.socketsense.eu/wp-content/uploads/sites/50/2021/04/White-Paper-sensors-Nov-2020-v2.pdf">RISE_DS02_Whitepaper on sensors</a><br>DOI: 10.5281/zenodo.7400478 (This summary repository)<br>Repository link: https://www.socketsense.eu/wp-content/uploads/sites/50/2021/04/White-Paper-sensors-Nov-2020-v2.pdf<br>D.O.I linked Publication: https://www.socketsense.eu/wp-content/uploads/sites/50/2021/04/White-Paper-sensors-Nov-2020-v2.pdf<br>3. <a href="https://www.sspa.juntadeandalucia.es/servicioandaluzdesalud/hhuuvr/innovacion/GIT/repo">SAS_DS01_Sensor measurements</a><br>DOI: 10.5281/zenodo.7400478 (This summary repository)<br>Repository link (Limited access): https://www.sspa.juntadeandalucia.es/servicioandaluzdesalud/hhuuvr/innovacion/GIT/repo<br>4. <a href="https://www.sspa.juntadeandalucia.es/servicioandaluzdesalud/hhuuvr/innovacion/GIT/repo">SAS_DS02_Scales outcomes</a><br>DOI: 10.5281/zenodo.7400478 (This summary repository)<br>Repository link (Limited access): https://www.sspa.juntadeandalucia.es/servicioandaluzdesalud/hhuuvr/innovacion/GIT/repo<br>5. <a href="https://www.sspa.juntadeandalucia.es/servicioandaluzdesalud/hhuuvr/innovacion/GIT/repo">SAS_DS03_Ultrasound and elastography</a><br>DOI: 10.5281/zenodo.7400478 (This summary repository)<br>Repository link (Limited access): https://www.sspa.juntadeandalucia.es/servicioandaluzdesalud/hhuuvr/innovacion/GIT/repo<br>6.<a href="https://zenodo.org/record/7624740#.Y-UeuHbP1jE"> Össur_DS01_PilotStudy</a><br>SocketSense Össur DS01 Pilot Study<br>DOI: 10.5281/zenodo.7624740<br>Repository link: https://zenodo.org/record/7624740#.Y-UeuHbP1jE<br>7. <a href="https://zenodo.org/record/7624975#.Y-UvknbP1jE">Össur_DS01_PilotStudy_Shear+Pressure</a><br>SocketSense Össur DS01 Pilot Study Shear & Pressure<br>DOI: 10.5281/zenodo.7624975<br>Repository link: https://zenodo.org/record/7624975#.Y-UvknbP1jE<br>8. <a href="http://https://zenodo.org/record/7625218#.Y-UedXbP1jE">Össur_DS02_2DResidualLimbMaps</a><br>SocketSense Össur DS02 2D Residual Limb Maps<br>DOI: 10.5281/zenodo.7625218<br>Repository link: https://zenodo.org/record/7625218#.Y-UedXbP1jE<br>9. <a href="https://www.southtees.nhs.uk/about/strive/innovation-team/what-innovation-does/ ">STH_DS01_Patient data </a><br>DOI: 10.5281/zenodo.7400478 (This summary repository)<br>Repository link (Limited access): https://www.southtees.nhs.uk/about/strive/innovation-team/what-innovation-does/ <br>10.<a href="https://zenodo.org/record/7615573#.Y-JfdHbMLSE"> KTH_DS01_Sensor Redundancy Reduction</a><br>The program involved in the 2022 MDPI Sensors paper “Redundancy Reduction for Sensor Deployment in Prosthetic Socket: A Case Study”.<br>DOI: D.O.I: 10.5281/zenodo.7615573<br>Repository link: https://zenodo.org/record/7615573#.Y-JfdHbMLSE<br>11. <a href="https://zenodo.org/record/7615573#.Y-JfdHbMLSE">KTH_DS02_Sensor Clustering</a><br>The program involved in the 2021 24th Euromicro Conference on Digital System Designpaper “Evaluation of Time Series Clustering on Embedded Sensor Platform”.<br>DOI: 10.5281/zenodo.7615573<br>Repository link: https://zenodo.org/record/7615573#.Y-JfdHbMLSE<br>12. <a href="https://zenodo.org/record/7713030#.ZAn6mdLMIUE">KTH_DS03_Stewart_Platform_Mock_Trials</a><br>DOI: 10.5281/zenodo.7713030<br>Repository link: https://zenodo.org/record/7713030#.ZAn6mdLMIUE<br>13. <a href="https://zenodo.org/record/7713030#.ZAn6mdLMIUE">KTH_DS04_Biomechanical_Model</a><br>DOI: 10.5281/zenodo.7713030<br>Repository link: https://zenodo.org/record/7713030#.ZAn6mdLMIUE<br>14.<a href="https://zenodo.org/record/7713030#.ZAn6mdLMIUE"> KTH_DS05_Finite_Element_Analysis</a><br>DOI: 10.5281/zenodo.7713030<br>Repository link: https://zenodo.org/record/7713030#.ZAn6mdLMIUE<br>15. <a href="https://zenodo.org/record/7656763#.Y_NartLMIUE ">TWI_DS01_Samples of Rectified Transfemoral Sockets with Fuzzy-Logic-Based Decision Support System</a><br>This dataset contains sample rectified transfemoral sockets as an output of the fuzzy-logic DSS.<br>DOI: 10.5281/zenodo.7656763<br>Repository link: https://zenodo.org/record/7656763#.Y_NartLMIUE <br>D.O.I linked Publication: https://doi.org/10.3390/s21113743</p> <p><br> </p> <p> </p> <p> </p> <p> </p>
Molecular Mechanisms Associated with Primary Open-angle Glaucoma with MicroRNA Microarray Data
GEO Series GSE71639. JC polyomavirus; Betapolyomavirus hominis; Human alphaherpesvirus 1; Human alphaherpesvirus 2; Cytomegalovirus; Lymphocryptovirus; Betapolyomavirus macacae; Homo sapiens; Rhadinovirus; Human immunodeficiency virus 1; Merkel cell polyomavirus. 6 samples. Type: Non-coding RNA profiling by array.
Data set from the article Settembrini AM, Mazzaccaro D, Modafferi A, Righini P, Malacrida G, Nano G. Carotid artery stenting in the elderly. Are there differences between open and closed cell stents? Ann Ital Chir. 2019;90:106-110. PMID: 31182697.
<p>data set from the article Settembrini AM, Mazzaccaro D, Modafferi A, Righini P, Malacrida G, Nano G. Carotid artery stenting in the elderly. Are there differences between open and closed cell stents? Ann Ital Chir. 2019;90:106-110. PMID: 31182697.</p> <p>This is the abstract</p> <p><strong>Introduction: </strong>We reviewed our experience of carotid artery stenting (CAS) in patients older than 75 years treated with open or closed cell stents. The aim of our paper is to evaluate if there are differences between the two groups in term of clinical outcomes, neurological impairment and survival.</p> <p><strong>Material and methods: </strong>CAS consecutively performed from March 2000 and December 2016 in elderly patients were rectrospectively collected. We classified them into two groups: closed cells (group A) and open cells stent (group B). Perioperative and long term events were observed (death, major cerebrovascular and cardiovascular events, in-stent restenosis).</p> <p><strong>Results: </strong>We collected 429 CAS, 259 (60.37%) male with median age of 79 years (range 77-82). Group A collects 247 (57.98%) patients, 142 (33.3%) in group B. The other 40 patients were treated with hybrid stents or just ballooning. In perioperative period we had not death but 2 patients (0.8%) in group A had a transient ischemic attack (TIA) due to immediate stent thrombosis, 2 patients (1 per group) had an ipsilateral major stroke and 8 patients had a TIA (3 in group A and 5 in group B). Median follow up was 686 days (IQR 267-1299 days). Freedom from complications at 12, 36 and 60 months was 99.4 ± 0.5%, 97 ± 1.5% and 90.08 ± 4.3% respectively. Survival at 12, 36 and 60 months was 77.4 ± 7.5%, 51.6 ± 8.9% and 16.1± 6.6% respectively.</p> <p><strong>Conclusion: </strong>Our data show CAS as a safe procedure also for people older than 75 years in terms of perioperative and long term complications and cerebral events without any significant difference between the different type of stent. Further studies are requested to better clarify its role in symptomatic patients.</p>
Data set from Dellafiore F, Caruso R, Arrigoni C, Flocco SF, Giamberti A, Chessa M. Lifestyles and determinants of perceived health in Italian grown-up/adult congenital heart patients: a cross-sectional and pan-national survey. BMJ Open. 2019 Oct 18;9(10):e030917. doi: 10.1136/bmjopen-2019-030917. PMID: 31630105; PMCID: PMC6803081.
<p>Data set from Dellafiore F, Caruso R, Arrigoni C, Flocco SF, Giamberti A, Chessa M. Lifestyles and determinants of perceived health in Italian grown-up/adult congenital heart patients: a cross-sectional and pan-national survey. BMJ Open. 2019 Oct 18;9(10):e030917. doi: 10.1136/bmjopen-2019-030917. PMID: 31630105; PMCID: PMC6803081.</p> <p> </p> <p>This is the abstract:</p> <p><strong>Objectives: </strong>To provide the first epidemiological lifestyle descriptions of the Italian grown-up/adult congenital heart disease (GUCH/ACHD) population by identifying the determinants of poor perceived health status.</p> <p><strong>Design: </strong>Cross-sectional pan-national survey.</p> <p><strong>Setting: </strong>Italian GUCH/ACHD patients who were members of the Italian Association of GUCH/ACHD.</p> <p><strong>Primary and secondary outcome measures: </strong>To discuss these lifestyle descriptions through an ad hoc developed questionnaire and health perceptions (ie, mental and physical health perception) through a short form health survey (SF-12).</p> <p><strong>Results: </strong>629 patients included; many investigated GUCH/ACHD lifestyles were determined similar to those of the general population - with the exception of the smoking habits, which were lower. The odds of the occurrence of inadequate physical health perceptions increased by more than two times in patients undergoing antiarrhythmic therapies (OR adjusted=2.045; 95% CI=1.201 to 3.479; p=0.008; n=629), more than 1.5 times in patients taking oral anticoagulants (OR adjusted=1.638; 95% CI=1.038 to 2.585; p=0.034; n=629) and roughly 1.7 times in patients treated with antiplatelets (OR adjusted=1.743; 95% CI=1.024 to 2.966; p=0.041; n=629). The odds of the occurrence of inadequate mental health perceptions increased by 1.7% for every year that the patients aged (OR adjusted=1.017; 95% CI=1.002 to 1.032; p=0.025; n=629).</p> <p><strong>Conclusion: </strong>Particular attention should be paid to these ageing patients' increasing psychological needs, and additional research is needed to identify associations between their lifestyles and clinical outcomes.</p> <p> </p>
SCAD-zbMATH-01 Open Access Data Set for Author Name Disambiguation (AND)
<p> </p> <p><strong>Note: This data set is <em>deprecated</em>. Please use the enhanced, open access version available at https://doi.org/10.5281/zenodo.161333</strong><strong> !</strong></p> <p> </p> <p>This data set contains disambiguated publication data from zbMATH (www.zbmath.org) for use in author name disambiguation (AND). </p> <p>It covers 28321 publications with 33810 authorship records, authored by 2946 distinct authors. Authorship records have been manually annotated with author identifiers. </p> <p>For details, see "Data Sets for Author Name Disambiguation: An Empirical Analysis and a New Resource", Mark-Christoph Müller, Florian Reitz, and Nicolas Roy, 2016, submitted to Scientometrics.</p>
outdated open source data
<p>These are the <span>outdated </span>open-source data. Pls wait.</p>
Data associated with "RxTrends: An R Shiny Application for Visualising Open Data on Prescribed Medications in Ireland"
Open the record for dataset details and reuse information.
Open Data sets from Cold Climate Wind Farms in Finland, Pori
<p>This dataset includes 6 years of meteorological mast data and operational data from one turbine located in Pori, Western Finland. Dataset also includes simultaneous and longer-term monthly icing time series from WIceAtlas database for reference. Site can be described as an easy site both in terms of icing (IEA Ice Class 2) and terrain complexity. </p> <p>The work was funded by an EU IRPWIND project.</p>
Open Data sets from Cold Climate Wind Farms in Finland, Olostunturi
<p>This dataset includes 6 years of open access meteorological mast data and operational data of multiple turbines from Olos wind farm in Finland, and simultaneous and longer-term monthly icing time series from WIceAtlas database for reference. Olos is a complex terrain site with severe icing conditions during winter (IEA Ice Class 4).</p> <p>The work was funded by an EU IRPWIND project.</p>
RxTrends: An R Shiny Application for Visualising Open Data on Prescribed Medications in Ireland
Open the record for dataset details and reuse information.
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.