Open Education Analytics
Open Education Analytics (OEA) is a free, open-source framework and community for helping education systems build data and analytics capabilities.
What Open Education Analytics is
Open Education Analytics (OEA) is a free, open-source framework and community for helping education systems build data and analytics capabilities. It combines a reference architecture, reusable modules, training, and use cases for modernizing education data systems. Modules supply assets for common education datasets; packages assemble them for needs such as hybrid engagement, chronic absenteeism prediction, and digital equity of access. The assets include data pipelines, analytical models, dashboard templates, and governance processes. Teams can deploy the reference architecture in an Azure subscription using Azure Cloud Shell and OEA setup scripts. Power BI can present reports and visualizations, while Power Apps, Dynamics 365, Office 365, or Microsoft Teams can support data-driven actions. OEA also provides a template for planning data use and governance for analytics and AI. The project says it follows Microsoft's Responsible AI principles. Code is licensed under MIT and documentation under Creative Commons. Organizations remain responsible for their own data governance, security, and privacy; OEA provides no warranties or service-level agreements. Third-party OEA Partners can help with setup and implementation.
Good
- Free and open source under MIT and Creative Commons licenses.
- Includes pipelines, models, dashboard templates, and governance processes.
- Published packages address three education use cases.
- Supports Power BI reporting and data-driven actions through Microsoft tools.
- Partners can help with setup and implementation.
Watch out
- Requires deployment in an Azure subscription.
- Organizations handle their own data security and privacy.
- The project provides no warranties or service-level agreements.
Who it suits
OEA suits education system leaders, researchers, data scientists, project managers, and data engineers planning analytics or AI use cases. It is aimed at teams that can manage their own data governance and deployment in Azure.
Verdict
OEA offers education teams reusable data and analytics resources, example use cases, and a deployment architecture. Teams should account for their own governance and security responsibilities and the absence of service-level agreements.
The facts
Each one read from Open Education Analytics's own pages, with the date it was checked.
What it does
- Analytics assets
- OEA assets include data pipelines, analytical models, dashboard templates, and data governance processes.checked 4 Oct 2026
- Audience
- The site identifies education system leaders, researchers, data scientists, data project managers, and data engineers as people who can benefit from OEA.checked 4 Oct 2026
- Community status
- The homepage states that OEA is entirely community owned and operated.checked 4 Oct 2026
- Data assets
- OEA modules provide assets for common education datasets, and packages combine assets to address specific education use cases.checked 8 Oct 2026
- Deployment
- The reference architecture is set up in an Azure subscription using Azure Cloud Shell and OEA setup scripts.checked 8 Oct 2026
- Framework
- OEA provides a reference architecture, open-source modules, training, and use cases for modernizing education data systems.checked 8 Oct 2026
- Governance
- OEA provides a use-case template to help education systems plan how data will be used and governed for analytics and AI purposes.checked 8 Oct 2026
- Implementation help
- OEA partners are third-party Microsoft solution providers that can set up the reference architecture and help implement education data and AI use cases.checked 8 Oct 2026
- Integrations
- OEA describes using Power BI for visualizations and reports, Power Apps for automated actions, and Dynamics 365, Office 365, or Microsoft Teams for data-driven actions.checked 4 Oct 2026
- Intended users
- The site identifies education system leaders, education researchers, data scientists, data project managers, and data engineers as people who can benefit from OEA.checked 8 Oct 2026
- Licensing
- The project repository states that code is licensed under MIT and documentation under Creative Commons.checked 4 Oct 2026
- Open source
- The project repository describes OEA as a fully open-source data integration and analytics framework for K–12 and higher education.checked 8 Oct 2026
- Purpose
- Open Education Analytics (OEA) is an open-source community that helps education systems use data, analytics, and AI to improve learning outcomes.checked 8 Oct 2026
- Reporting and actions
- OEA supports communicating analytics with Power BI and setting up actions with Power Apps, Dynamics 365, Office 365, or Microsoft Teams.checked 8 Oct 2026
- Responsible AI
- OEA applies principles including fairness, reliability and safety, privacy and security, inclusion, transparency, and accountability to education data and AI use.checked 8 Oct 2026
- Security and governance
- The repository says each organization is responsible for its data governance practices and for ensuring the security and privacy of its data.checked 4 Oct 2026
- Security responsibility
- The project repository says each organization is responsible for its own data governance and for ensuring the security and privacy of its data.checked 8 Oct 2026
- Service limits
- The repository states that OEA is open-source resources with no warranties or service-level agreements; Azure platform services have their own SLAs.checked 8 Oct 2026
- Setup
- The maker’s setup guide says education data teams can deploy its reference architecture in an Azure subscription using a three-step process.checked 4 Oct 2026
- Support
- OEA directs users to community discussions, GitHub issues, and its wiki for community engagement, bug reports, design decisions, troubleshooting, and setup tips.checked 8 Oct 2026
- Use cases
- Example packages address hybrid engagement, chronic absenteeism, and digital equity of access.checked 8 Oct 2026
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