Duke Center for Data & Visualization Sciences
Duke Center for Data & Visualization Sciences
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Sharing Human Participants Data: Challenges and (Potential) Solutions
The sharing of research data has become increasingly important to federal and private funders and journal publishers for a number of reasons (research transparency, reproducibility, return on investment, new research on existing data, etc.). With the latest requirements from the National Institutes of Health (NIH) for Data Management and Sharing Plans (sharing.nih.gov/), there are legitimate concerns about how data from human beings can ethically and safely be shared. This workshop will talk about the various challenges that arise when considering how to share human participants data in DMSPs and potential ways that these challenges can be addressed, and even solved, with resources available at Duke and beyond (data sharing consent language, controlled access repositories, de-identification help, etc.).
Переглядів: 16

Відео

Preparing for Data Publishing: Standards and Disciplinary Repositories (Fall 2023)
Переглядів 257 місяців тому
This workshop, taught in Fall 2023 at Duke University, explores strategies and best practices for formally publishing your data in a data repository. Topics covered include new modes of publishing in academia, the use of data and metadata standards to support interoperability and harmonization, an overview of repository options and key features, examples of disciplinary repositories, and data p...
9. Case Study: Repositories
Переглядів 2010 місяців тому
In this video, you will learn how you can connect your GitHub code repository to Zenodo for archiving and publishing data and code. This video was developed through a collaboration with the Duke University Libraries Center for Data and Visualization Sciences, Duke Learning Innovation, and the Duke Center for Computational Thinking.
8. Data Archiving and Publishing
Переглядів 2210 місяців тому
In this video, you will learn about data publishing and archiving for reproducibility and the FAIR Guiding Principles. This video was developed through a collaboration with the Duke University Libraries Center for Data and Visualization Sciences, Duke Learning Innovation, and the Duke Center for Computational Thinking.
7. Case Study: Workflow
Переглядів 4010 місяців тому
This video demonstrates a reproducible project workflow using a the open-source Quarto computational notebook and Git/GitHub. This video was developed through a collaboration with the Duke University Libraries Center for Data and Visualization Sciences, Duke Learning Innovation, and the Duke Center for Computational Thinking.
6. Coding Notebooks
Переглядів 1810 місяців тому
In this video, you will learn the benefits of computational notebooks, where code and natural language are interspersed to enable more reproducible workflows. This video was developed through a collaboration with the Duke University Libraries Center for Data and Visualization Sciences, Duke Learning Innovation, and the Duke Center for Computational Thinking.
5. Repository Hosting (GitHub)
Переглядів 3510 місяців тому
In this video, you will learn about social coding platforms, such as GitHub. This video was developed through a collaboration with the Duke University Libraries Center for Data and Visualization Sciences, Duke Learning Innovation, and the Duke Center for Computational Thinking.
4. Version Control (Git)
Переглядів 6510 місяців тому
In this video, you will learn the power of Git version control, a scalable and versatile system that tracks and documents the evolution of computer files over time. This video was developed through a collaboration with the Duke University Libraries Center for Data and Visualization Sciences, Duke Learning Innovation, and the Duke Center for Computational Thinking.
3. Project Management Foundations
Переглядів 3710 місяців тому
In this video, you will learn the essential principles of project management for organizing, documenting, and managing data and information, all while discovering how these practices lay the foundation for reproducible work and efficient collaboration in your projects. This video was developed through a collaboration with the Duke University Libraries Center for Data and Visualization Sciences,...
2 Tenets of Reproducibility
Переглядів 7210 місяців тому
In this video, you will learn about the key tenets of reproducibility with the reproducible project pyramid. This video was developed through a collaboration with the Duke University Libraries Center for Data and Visualization Sciences, Duke Learning Innovation, and the Duke Center for Computational Thinking.
1. What is Reproducibility?
Переглядів 10610 місяців тому
In this video, you will be introduced to the concepts of “reproducibility” and “replicability” and why they are important in the context of data science projects. This video was developed through a collaboration with the Duke University Libraries Center for Data and Visualization Sciences, Duke Learning Innovation, and the Duke Center for Computational Thinking.
Make a Forest Plot in Excel
Переглядів 2,8 тис.11 місяців тому
Horizontal bar charts are one of the Excel default plots, but what if you need the same arragement, but with symbols instead of bars, and perhaps you need error bars on those symbols (forest plot) or sets of symbols with bars in between (dumbbell plot)? In this short session you'll learn a very general technique for tricking Excel into making these sorts of plots. It's a bit of a pain the first...
Tableau for Survey Data - Likert scales
Переглядів 552Рік тому
Tableau is one of the easiest and most flexible programs for visualizing and exploring data. This exploration stage of visualization is essential for finding the patterns in your data that you want to investigate and communicate to your audience. Likert scale survey data, where respondents have given answers on a scale about how much they agree with a statement, or how important something is to...
Tools for Data Management
Переглядів 57Рік тому
This workshop was held in Fall 2022 and introduces data management practices for researchers to consider and apply throughout the research lifecycle. Good data management practices pertaining to planning, organization, documentation, storage and backup, sharing, citation, and preservation will be presented using examples that span disciplines. The second hour of this workshop will offer a mini ...
An Introduction to Reproducible Research Practices
Переглядів 832 роки тому
The importance of reproducibility, replication, and transparency in the research endeavor is increasingly discussed in academia. This workshop will introduce the concept of “reproducibility” and foundational strategies that can increase the reproducibility of your work particularly related to organization, documentation, literate coding techniques, version control, and archiving data and code f...
Flipped R intro part1 - the workshop recording
Переглядів 693 роки тому
Flipped R intro part1 - the workshop recording
Flipped R part2 (visuazliation, join, pivot) - the workshop recording
Переглядів 193 роки тому
Flipped R part2 (visuazliation, join, pivot) - the workshop recording
Duke Research Data Repository Overview
Переглядів 853 роки тому
Duke Research Data Repository Overview
CDVS Research Data Management Services Overview
Переглядів 523 роки тому
CDVS Research Data Management Services Overview
stata and vpn
Переглядів 513 роки тому
stata and vpn

КОМЕНТАРІ

  • @noahmeez6354
    @noahmeez6354 27 днів тому

    This was an insanely helpful video thank you so much

  • @habtamubiazin3260
    @habtamubiazin3260 7 місяців тому

    Thank your for this wonderful and educational video. I have got a challege to make vertical plot. Can you help me please?