> For the complete documentation index, see [llms.txt](https://open-data-institute.gitbook.io/data-landscape-playbook/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://open-data-institute.gitbook.io/data-landscape-playbook/play-two-map-the-data-ecosystem.md).

# Play two: Map the data ecosystem

**Data access initiatives commonly require engagement with multiple stakeholders as they address complex challenges through collecting, sharing or using data.** This need to collaborate, involve and sometimes influence stakeholders to improve access to data can be made easier by understanding your initiative’s data ecosystem. A [**data ecosystem map**](https://theodi.org/article/mapping-data-ecosystems/) can support you devising your initiative’s roadmap to building data infrastructure by showing how the data and value flows, identifying key stakeholders, and highlighting gaps.

| <p><strong>Activities in this step include:</strong></p><ul><li><a href="/pages/-MTGZ4bi054tttL3GcNQ"><strong>Engaging with key stakeholders</strong></a></li><li><a href="/pages/-MTGaG2t6NXRPtF5uJIb"><strong>Mapping data flows and value exchanges in the ecosystem</strong></a></li><li><a href="/pages/-MTGd2y8tBmwjn5HXYk9"><strong>Identifying gaps, barriers and opportunities in the data ecosystem that your initiative can address</strong></a></li></ul><p><strong>By the end of this section you should be able to:</strong> </p><ul><li><strong>Understand the key stakeholders to engage</strong></li><li><strong>Have a clear understanding of the data ecosystem</strong></li><li><strong>Define an action plan to tackle your problem statement</strong></li></ul> |
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