---
title: "Data Science Without Borders"
source: The Turing Way
source_url: https://github.com/the-turing-way/the-turing-way
licence: CC-BY-4.0
domain: data-and-analysis
subdomain: turing-way
date_added: 2026-04-25
---

(pw-data-science-without-borders)=
# Data Science Without Borders

:::{curation} Data Science Without Borders
---
depth: 2
description: >
  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.
label: pathway-data-science-without-borders
---
- item: ../reproducible-research/reproducible-research.md
  children:
    - item: ../reproducible-research/overview.md
      children:
        - item: ../reproducible-research/overview/overview-definitions.md
    - item: ../reproducible-research/vcs.md
      children:
        - item: ../reproducible-research/vcs/vcs-checklist.md
    - item: ../reproducible-research/open.md
      children:
        - item: ../reproducible-research/open/open-source.md
        - item: ../reproducible-research/open/open-data.md
        - item: ../reproducible-research/open/open-hardware.md
        - item: ../reproducible-research/open/open-access.md
        - item: ../reproducible-research/open/open-scholarship.md
    - item: ../reproducible-research/licensing.md
    - item: ../reproducible-research/rdm.md
      children:
        - item: ../reproducible-research/rdm/rdm-dmp.md
        - item: ../reproducible-research/rdm/rdm-fair.md
        - item: ../reproducible-research/rdm/rdm-metadata.md
        - item: ../reproducible-research/rdm/rdm-spreadsheets.md
        - item: ../reproducible-research/rdm/rdm-data-curation.md
        - item: ../reproducible-research/rdm/rdm-sharing.md
        - item: ../reproducible-research/rdm/rdm-checklist.md
    - item: ../reproducible-research/code-documentation.md
    - item: ../reproducible-research/testing.md
      children:
        - item: ../reproducible-research/testing/testing-overview.md
        - item: ../reproducible-research/testing/testing-checklist.md
    - item: ../reproducible-research/code-quality.md
      children:
        - item: ../reproducible-research/code-quality/code-quality-style.md
    - item: ../reproducible-research/reviewing.md
      children:
        - item: ../reproducible-research/reviewing/reviewing-workflow.md
        - item: ../reproducible-research/reviewing/reviewing-checklist.md
    - item: ../reproducible-research/code-reuse.md
      children:
        - item: ../reproducible-research/code-reuse/code-reuse-details.md
- item: ../project-design/project-design.md
  children:
    - item: '#pd-overview'
      children:
        - item: '#pd-checklist'
        - item: '#pd-project-repo'
    - item: ../project-design/info-management.md
      children:
        - item: ../project-design/info-management/filenaming.md
        - item: ../project-design/data-security/sdp.md
    - item: ../project-design/data-security.md
      children:
        - item: ../project-design/data-security/sdp/metadata.md
        - item: ../project-design/data-security/sdpm.md
        - item: ../project-design/data-security/sdpw.md
        - item: ../project-design/data-security/data-governance.md
    - item: ../project-design/missing-data.md
    - item: ../project-design/risks-of-bias.md
- item: ../communication/communication.md
  children:
    - item: ../communication/os-comms.md
    - item: ../communication/dif-articles.md
    - item: ../communication/presentations.md
    - item: ../communication/research-objects.md
    - item: ../communication/citable.md
      children:
        - item: ../communication/citable/citable-steps.md
    - item: ../communication/aa.md
- item: ../community-handbook/community-handbook.md
  children:
    - item: ../community-handbook/translation.md
      children:
        - item: ../community-handbook/translation/translation-localisation.md
- item: ../collaboration/collaboration.md
  children:
    - item: ../collaboration/meetings-events-co-working/remote-collab.md
    - item: ../collaboration/github-novice.md
    - item: ../collaboration/maintain-review.md
    - item: ../collaboration/meetings-events-co-working/remote-collab/organising-remote-meetings.md
    - item: ../collaboration/meetings-events-co-working/remote-collab/coworking.md
    - item: ../collaboration/meetings-events-co-working/organising-conference.md
    - item: ../collaboration/meetings-events-co-working/chairing.md
    - item: ../collaboration/meetings-events-co-working/event-tools.md
    - item: ../collaboration/collaboration.md
    - item: ../collaboration/shared-ownership.md
    - item: ../collaboration/team-manual.md
    - item: ../collaboration/stakeholder-engagement.md
- item: ../ethical-research/ethical-research.md
  children:
    - item: ../ethical-research/ethics-intro.md
    - item: ../ethical-research/law-policy.md
    - item: ../ethical-research/ethics-open-source-governance.md
    - item: ../ethical-research/cultural-change.md
:::
