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.
52
datasets available to search
ShareScore release 0.7.1
Dataset results
52 results for “international relations”
Topics in Research on International Relations as Clusters of Citation Links
<p>Data, scripts, and results of a memetic topic clustering of citation links in papers published 2011-2015 in the specialty of political science that is dealing with international relations </p> <p>Supplementary Information to the paper about "Topics as clusters of citation links to highly cited sources: The case of research on international relation" by Frank Havemann<em> </em>(published 2021 in the OA-journal<em> Quantitative Science Studies</em> 2 (1): 204–223). <a href="https://doi.org/10.1162/qss_a_00108">https://doi.org/10.1162/qss_a_00108</a></p>
Maintenance of Convectively Coupled Kelvin waves: Relative Importance of Internal Thermodynamic Feedback and External Momentum Forcing (Code and Data)
<p>This is the dataset and code for generating all figures for the journal article named "Maintenance of Convectively Coupled Kelvin Waves: Relative Importance of Internal Thermodynamic Feedback and External Momentum Forcing," The article was written by Mu-Ting Chien and Daehyun Kim and submitted to Geophysical Research Letters in 2024.</p>
Figures 451-459. Internal organs. 451 in Morphology of Baridinae and related groups (Coleoptera, Curculionidae)
Figures 451-459. Internal organs. 451, Trigonocolus curvipes (proventriculus). 452-453, Pycnogeraeus striatirostris. 452, proventriculus; 453, mesenteron and proctodeum. 454-459, Acythopeus sp. 454, divisions of gut (ventral view); 455, lateral view (left side); 456, dorsal view; 457, lateral view (right side); 458, ganglia; 459, stomodeum.
Basic list of international academic societies related to ecology and evolutionary biology.
<p>List of international societies related to ecology, evolutionary biology or whole-organism biology. The list is based on the table from Lagisz et al. (2023) (top 16 societies), appended with additional societies from internet searches, personal communication and societies associated with journals listed in SCImago under Ecology, Evolution, Behaviour and Systematics category. Alternative society names (usually in a non-English language) are not shown. Abbreviated society names (non-unique) usually match the official abbreviated society names (English or nn-English), but if abbreviation was not found on the website it was made up from the English society name. In the "Extract" column, "Yes" indicates active societies with individual membership.</p>
REMODEL. WP4. Vision-Based Perception. T4-2. Dynamic environment reconstruction. Data related to a paper presented at 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (2021)
<p>Dataset with evaluation results of the paper "New Metrics for Industrial Depth Sensors Evaluation for Precise Robotic Applications", DOI <a href="https://doi.org/10.1109/IROS51168.2021.9636322">10.1109/IROS51168.2021.9636322</a></p>
REMODEL. WP4. Vision-Based Perception. T4-4. Functional component detection. Data related to a paper presented at 27th International Conference on Automation and Computing (ICAC) (2022)
<p>Dataset with evaluation parameters of the paper "Real-Time Instance Segmentation of Pedestrians using Transfer Learning", DOI: <a href="https://doi.org/10.1109/ICAC55051.2022.9911121">10.1109/ICAC55051.2022.9911121</a></p>
Data and scripts for the study "Resilience of international trade to typhoon-related supply disruptions"
<p>This are the i) input data, ii) final output data, iii) python scripts to reproduce the figures of the study "Resilience of international trade to typhoon-related supply disruptions".</p> <p>i) Input data</p> <p>The input file "routes.nc" provides the geographic transportation network as described in the study.</p> <p>The input data "impacts_*.nc" are necessary to drive simulation runs using the agent-based economic network model Acclimate with the geographic transport network module. The implementation of Acclimate with the geographic transportation module is available as open source on https://github.com/acclimate/acclimate/tree/transport-module with identifier 10.5281/zenodo.7788859.</p> <p>To the derive the input data, the open source file "IBTrACS.WP.v04r00.nc" from IBTrACS as well the Acclimate impact-generator (https://github.com/acclimate/impactgen) is needed. An explanation on the algorithm is given in the study "Resilience of international trade to typhoon-related supply disruptions".</p> <p>ii) Final output</p> <p>The model Acclimate computes, based on the input data, the raw output data. The raw output have in total a volume of over 3.3 Terabyte. We can provide this raw data upon request. However, due to storage space limitations, we will provide in this repository only the regionally and sectorally aggregated output data that were used for the graphs in the paper. These data are described "blocs_*.nc" or "shorts_*.nc"</p> <p> </p> <p>iii) python scripts</p> <p>Using the given python scripts ("*.py" files), the figures of the study "Resilience of international trade to typhoon-related supply disruptions" can be reproduced. The needed input files for the scripts are given under "input data" or "final output". All necessary self-build functions are given in "lib.py" or "regionfinder.py".</p> <p> </p> <p>If any question arise, please contact Dr. Kilian Kuhla under kilian.kuhla@pik-potsdam.de .</p>
Topics in Research on International Relations 2011-2015: Results from Clustering of Citation Links
<p>Supplementary information for the paper</p> <p><strong>IR Theory </strong><strong>and the Core-Periphery Structure of Global IR - Lessons from Citation Analysis</strong></p> <p>by Thomas Risse, Wiebke Wemheuer-Vogelaar, and Frank Havemann (<em>International Studies Review</em>, 2022, Vol. 4, Iss. 3, <a href="https://doi.org/10.1093/isr/viac029">doi.org/10.1093/isr/viac029</a>)</p> <p> </p> <p>Description of Files:</p> <p>File 1: Top-300 Cited Sources and Citing IR Journals<br> file name: Havemann2020top-300-sources.pdf (fourth file in list)<br> content: List of top-300 cited sources and a list of IR journals used for downloads from Web of Science</p> <p>File 2: Cited Sources in Clusters<br> file name: Havemann2020clusters.pdf (third file in list)<br> content: Lists of cited sources in link clusters and graphs of these clusters</p> <p>File 3: Citing Journals of Clusters<br> file name: citing.journals.of.clusters.pdf (second file in list)<br> content: Rank lists of publication channels with regard to numbers of papers citing papers in clusters</p> <p>File 4: Rank Lists of Cited Sources in Seven Journals Outside Web of Science<br> file name: cited-sources-in-7-journals.zip (first file in list)<br> content: Seven ASCII files</p> <p> </p> <p>A preprint of the ISR paper by Risse, Wemheuer-Vogelaar, and Havemann was published with the title "Theory Makes Global IR Hang Together. Lessons from Citation Analysis" and is available at: <a href="https://refubium.fu-berlin.de/handle/fub188/2/browse?type=affiliation&value=Otto-Suhr-Institut+f%C3%BCr+Politikwissenschaft+%2F+Arbeitsstelle+Transnationale+Beziehungen%2C+Au%C3%9Fen-+und+Sicherheitspolitik">Refubium-OSI-IR-group</a></p>
Containment in International Relations 52 Scopus data
<p>The data contains 52 documents from the Scopus database. The data contains the topic of containment in the context of international relations.</p>
Dendrochonological dataset related to a medieval chest from the city of Antwerp ('Privilegiekom') and several associated wooden boxes, as published by Haneca et al. 2022 in the International Journal of Wood Culture
<p>This repository contains detailed macro-photographs of the wood structure and tree-ring pattern observed on the examined elements of the medieval ‘Privilegiekom’ chest and individual wooden boxes that were stored inside this chest. On these digital macro-photographs the ring-width pattern could be accuratly measured, and are available in this repository as well. The recorded tree-ring series were further analysed and published by <strong>Haneca <em>et al. </em>2022</strong> in the <em><strong>International Journal of Wood Culture</strong></em>.</p>
International Relations Articles Clustering Case - Data File
<p>Data file in CSV format of "Perceptions Journal" articles (2010-2012)</p>
History of coronavirus naming during the three zoonotic outbreaks in relation to virus taxonomy and diseases caused by these viruses. According to the current international classification of diseases49, MERS and SARS are classified as 1D64 and 1D65, respectively. in The species Severe acute respiratory syndromerelated coronavirus: classifying 2019-nCoV and naming it SARS-CoV-2
History of coronavirus naming during the three zoonotic outbreaks in relation to virus taxonomy and diseases caused by these viruses. According to the current international classification of diseases49, MERS and SARS are classified as 1D64 and 1D65, respectively.
FIGURES 14–17. Internal female genitalia. Fig. 14 in Cladistic analysis of species of Natalis Laporte (1836) and related genera Eunatalis Schenkling (1909), Metademius Schenkling (1899) and Eurymetomorphon Pic (1950) (Coleoptera: Cleridae: Clerinae) with redescription of a restored Clerinae genus
FIGURES 14–17. Internal female genitalia. Fig. 14. Metademius sp. Fig. 15. Natalis wagneri. Fig. 16. Natalis laplacei. Fig. 17. Neogyponyx punctipennis. v=vagina; o=oviduct; b=bursa copulatrix; d=small denticles between rows; e=spermatheca; f=row of denticles; g=spermathecal gland. Scale: 0,5 mm.
Dataset related to article: What changed in the Italian internal medicine and geriatric wards during the lockdown
<p>Data in .xlsx format relative to the journal letter</p>
HAND IN HAND: Empowering Teachers Across Europe to Deal with Social, Emotional and Diversity Related Career Challenges - International Dataset
<p><span>HAND IN HAND: Empowering teachers across Europe to deal with social, emotional and diversity related career challenges (HAND:ET) is a European (Erasmus K3) policy experimentation project that brings together 11 partners and 13 associated partners from seven countries (Austria, Croatia, Denmark, Germany, Portugal, Slovenia, and Sweden).</span></p> <p><span>The project focuses on teachers by supporting their development of social and emotional competencies as well as their diversity awareness (SEDA) to empower them for the complexity of everyday working life with increasingly diverse classrooms and enable them to deal flexibly with new challenges. It also puts the teachers' well-being at the centre by highlighting how developing SEDA competencies simultaneously fosters self-care for teachers, giving a central role to the voices of teachers.</span></p> <p><span>Information on the project can be accessed at: <a href="https://www.handinhand.si/en/" target="_blank" rel="noopener">https://www.handinhand.si/en/</a></span></p> <p><span>Further information on the project and the evaluation results can be found in the following publication: Kozina, A. (2024). Empowering Teachers Across Europe to Deal with Social, Emotional and Diversity Related Challenges, Volume 1: Experimentation Perspectives. Waxman.</span></p> <p><span>Information on the instruments used in the evaluation is provided in the attached document "HAND_ET_Scale_Documentation.pdf".</span></p> <p><span>Design: All countries implementing the experiment (Austria, Croatia, Portugal, Slovenia and Sweden) invited schools to participate. The schools participating in the experiment were randomly allocated to either the experimental or the control group. Central to the experiment’s design, schools had to agree to their participation in either condition (experimental or control). The intention was to test the effectiveness of the HAND:ET system in promoting SEDA competencies: to compare the changes in the same competencies from before implementing the HAND:ET system (pre-test) to after implementing the system (post-test) in a group of teachers (and other school staff) who took part in the experiment (experimental group) with a group of teachers (and other school staff) who did not participate (the control group). </span></p> <p><span> </span><span>Data collection period: T1 (pre-test) data was collected August to September 2022, T2 (post-test) data was collected Mai to July 2023.</span></p> <p><span> </span><span>Sample: The HAND_ET datafile includes primary and/or secondary teachers from Austria, Croatia, Portugal, Slovenia, and Sweden, who responded to the questionnaire either at first time point or second time point or both. In Austria, teachers teaching students in grades 1 to 4, in Croatia those teaching students in grades 1 to 8, in Portugal those teaching students in grades 1 to 12, in Slovenia those teaching students in grades 1 to 9, while in Sweden teachers teaching students in grades 4 to 9 participated.</span></p> <p><span> </span><span>The HAND_ET datafile is structured as follows: </span></p> <p><span>·</span><span> </span><span>Variables from 'IDS' to 'Gender' include general information about the participant (e.g group, participation in pre- or post-test, gender)</span></p> <p><span>·</span><span> </span><span>Variables from 'TC06exp' to 'TCN22_TCN2204' capture responses from questionnaire items administered during the pre-test.</span></p> <p><span>·</span><span> </span><span>Variables from 'TC02_2' to 'TCN30_TCN30Q04_TCN30G03_2' contain responses to questionnaire items used in the post-test data collection.</span></p> <p><span>·</span><span> </span><span>Variables from 'observe' to 'coopteach' include scale scores for the scales administered in pre-test.</span></p> <p><span>·</span><span> </span><span>Variables from 'observe_2' to 'coopteach_2' include scale scores for the scales administered in post-test.</span></p> <p><span>·</span><span> </span><span>Variables from 'observe_D' to 'CloseC_D' include scale scores calculated as differences between measurements at Time 1 (T1) and Time 2 (T2) for all questionnaire scales.</span></p> <p><span>·</span><span> </span><span>Variables from 'observe_D.1' to 'CloseS_D.5' contain scale score differences (T1-T2) with missing values imputed. As we did 5 imputations, there are five variables for each scale (as indicated at the end of the variable name).</span></p> <p><span> </span><span>The scale score for each participant at each point in time was computed as the arithmetic mean of responses to the items of a scale measuring a SEDA construct. A scale value was only computed if responses for at least half of the items of a scale were available. No overall scale score was computed for multidimensional constructs. Subscales were treated as separate scales in the analysis. The difference score was computed as the T2 minus T1 scale score. A positive value corresponds to an increase of the scale score and a negative value indicates a decrease in the scale score of T2 compared to T1.</span></p> <p><span> </span><span>The dataset includes variables with imputed scale scores. We only imputed the difference score for each of the outcome variables five times. The imputation was carried out separately for each of the scales based on the three variables: group, T1, and T2 scale score. We used predictive mean matching with the R package mice (Buuren & Groothuis-Oudshoorn, 2011) for imputation. The teachers that have a missing in the group variable have no imputed values.</span></p>
Figure 3 in Amplified fragment length polymorphisms, the evolution of the land snail genus Theba (Stylommatophora: Helicidae), and an objective approach for relating fossils to internal nodes of a phylogenetic tree using geometric morphometrics
Figure 3. Thin plate splines illustrating shape changes between selected nodes of the tree in Figure 4 based on weighted branch lengths.
Figure 4 in Amplified fragment length polymorphisms, the evolution of the land snail genus Theba (Stylommatophora: Helicidae), and an objective approach for relating fossils to internal nodes of a phylogenetic tree using geometric morphometrics
Figure 4. Reconstruction of shell shape and size based on weighted (above branches) and unweighted (below branches) branch lengths. The inset shows the tree shape based on COI sequence data evolved into the AFLP tree topology. Node numbers are in italic; size is expressed as centroid size; the colour of the centroid size values indicates shape changes.
Matériel électronique supplémentaire associé au texte "Conceptions de l'autorité des enseignants en formation au secondaire - Une combinaison de dimensions internes et externes à la relation enseignant-élève(s)"
<p>Tableau supplémentaire. Grille d’analyse des conceptions des enseignant·e·s en formation sur l’autorité. Découpages des 66 discours écrits en unités de signification par trois juges au cours d’une séance commune.</p>
Data for paper "Low Uncertainty Thermodynamic Temperature Above the Silver Point Using Relative Primary Radiometry" submitted to ITS10: International Temperature Symposium, Anaheim 2023
<p>Data and evaluation used to set up a thermodynamic temperature scale in line with the mise-en-pratique for the definition of the kelvin and associated uncertainty budget.</p> <p>Used to assign temperatures to fixed points as part of 18SIB02 “Realising the redefined kelvin” </p> <p>Presented at, and an open access paper submitted to proceedings of, ITS10: International Temperature Symposium Anaheim USA 2023</p>
Selution Sirolimus-eluting Balloon for Internal Pudendal-penile Artery Disease-related Erectile Dysfunction
ClinicalTrials.gov study NCT05362994. IPD Sharing: NO. Countries: 1. Publications: 4.
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.