Data Science Without Borders

For effective collaboration among international groups, such as in the Data Science Without Borders project, it is essential to learn, adopt, and implement best practices in open, reproducible, ethical, and inclusive data science. These curated chapters will provide starting points, helping you navigate a broader set of practices in The Turing Way.

Table Of Contents¶

These are the pages curated for DATA SCIENCE WITHOUT BORDERS

• Guide for Reproducible Research - Definitions
  • Open Research
    • Open Data
    • Open Source Software
    • Open Source Hardware
    • Open Access
    • Open Scholarship
  • Version Control
    • Checklist
  • Licensing
  • Research Data Management
    • Data Management Plan
    • The FAIR Principles
    • Data Organisation in Spreadsheets
    • Documentation and Metadata
    • Data Curation
    • Sharing and Archiving Data
    • Checklist
  • Code documentation
  • Code Quality
    • Code Style and Formatting
  • Code Testing
    • Overview of Testing Types
    • Checklist for Code Testing
    • Typical Workflows
    • Checklist for code review process
    • Detailed Recommendations for Code Reuse
• Guide for Project Design
  • Getting Started Checklist
  • Creating Project Repositories
  • Naming files, folders and other things
  • Sensitive Data Projects
    • Metadata
  • Managing Sensitive Data Projects
  • Working on Sensitive Data Projects
  • Data Governance
  • Missing Data Handling
  • Risks of Bias in Research
• Guide for Communication
  • Presenting Posters and Conference Talks
  • Research Object to capture the Research Life Cycle
    • Steps for Making Research Objects Citable
  • Publishing Different Article Types
  • Communications in Open Source Projects
  • Academic Authorship
• Guide for Collaboration
  • Getting Started With GitHub
  • Maintainers and Reviewers on GitHub
  • Organising Remote Meetings
  • Organising Coworking Calls or Meetings
  • Organising a Conference
  • Chairing Events
  • Tools for Collaboration
  • Facilitating Stakeholder Engagement
  • Team Manuals
  • Remote Collaboration
  • Shared Ownership in Open Source Projects
  • Introduction to Research Ethics
  • Law, Policy and Human Rights in Ethics
  • Cultural Change
  • Ethical Considerations when Choosing an Open Source Governance Model
    • Translation of Open Source Projects