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Data Infrastructure for Common Challenges
  • Data Landscape Playbook
    • Data Landscape Playbook: status
    • What is this playbook for?
    • Who is this playbook for?
  • Play one: Explore the problem and how data can address it
    • Define how improving access to data can help address your problem
    • What type of data infrastructure does the initiative aim to create or maintain?
      • Build or manage data assets
      • Create or adopt data standards
      • Build or improve technologies
      • Create guidelines and policies
      • Build or support organisations and communities
    • Carry out initial research and engagement
    • Summary of Play One
  • Play two: Map the data ecosystem
    • Engage with key stakeholders
    • Create an ecosystem map
    • Identify gaps, barriers and opportunities
    • Summary of Play Two
  • Play three: Assess the policy, regulatory and ethical context
    • Understand the legal, regulatory and policy context of the initiative
    • Understand the ethical issues impacting your initiative
    • Summary of Play Three
  • Play four: Assess the existing data infrastructure
    • Make a data inventory
    • Assess open standards for data
    • Assess data skills and literacies
    • Summary of Play Four
  • Play five: Plan for impact when designing your data initiative
    • Plan an impactful initiative
    • Identify risks, assumptions and dependencies
    • Sketch your evaluation framework
    • Summary of Play Five
  • What comes next?
  • Acknowledgements
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  1. Play two: Map the data ecosystem

Summary of Play Two

PreviousIdentify gaps, barriers and opportunitiesNextPlay three: Assess the policy, regulatory and ethical context

Last updated 4 years ago

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Mapping a data ecosystem and identifying gaps and opportunities can help focus the initiative on how to define an action plan, and start thinking of the activities and inputs that might contribute to addressing the sector-specific challenges.

Your map will help you understand key data flows underpinning value in the data ecosystem. Ensuring the and of these data flows will be crucial to achieving impact.

Now that your initiative has a better understanding of the stakeholders and value exchanges in the data ecosystem, you can review the problem definition and assess its relevance. You might also define other use cases that relate to the problem and see if there is any other actor missing in the ecosystem.

Additional resources:

  • IDB/NYU GovLab, ‘’

  • NNIP/Urban Institute/Living Cities, ‘’

  • Data 2X/Open Data Watch (2020), ‘ and ‘

  • Institute for Museum and Library Services (2020), ‘’

  • Mozilla,‘’

sustainability
trustworthiness
Toward an open data demand assessment methodology
Guide to civic tech and data ecosystem mapping
Bridging the Gap: Mapping Gender Data Availability in Africa and in Latin America and the Caribbean (Methodology)
Mapping Gender Data Gaps: An SDG Era Update
Civic Switchboard Guide
Gather Insights – Open Innovation Toolkit