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Open Education Analytics

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What Open Education Analytics is

Open Education Analytics (OEA) is a community-owned, open-source framework for education systems building data and analytics capabilities. It brings together a reference architecture, software modules, training, and use cases to help modernize education data systems. Modules supply assets for common education datasets, while packages combine them around needs such as hybrid engagement, chronic absenteeism prediction, and digital equity of access. Those assets include data pipelines, analytical models, dashboard templates, and data governance processes. A use-case template helps teams plan how data will be used and governed for analytics and AI. The reference architecture can be deployed in an Azure subscription with Azure Cloud Shell and OEA setup scripts. For communicating results and supporting action, OEA describes Power BI for visualizations and reports, and Power Apps, Dynamics 365, Office 365, or Microsoft Teams for data-driven actions. The project says it follows Microsoft's Responsible AI principles, covering fairness, reliability and safety, privacy and security, inclusion, transparency, and accountability. Code uses the MIT license and documentation uses Creative Commons. Organizations retain responsibility for their data governance, security, and privacy; OEA resources come without warranties or service level agreements. Third-party OEA Partners can assist with setup and implementation.

Who it suits

OEA suits education system leaders, researchers, data scientists, project managers, and data engineers working on education data and AI use cases. It is aimed at K–12 and higher education systems seeking reusable analytics assets and an Azure-based reference architecture.

What it does well

Open-source modules, training, and reference architecture.
Packages address hybrid engagement, absenteeism, and digital equity.
Includes data pipelines, analytical models, and dashboard templates.
Supports Power BI reporting and actions through Microsoft tools.
Includes a use-case template for data governance planning.

What to know first

Deployment requires an Azure subscription, Azure Cloud Shell, and setup scripts.
Organizations manage their own data governance, security, and privacy.
Resources are provided without warranties or service level agreements.

Limits

OEA is an open-source resource set with no warranties or service level agreements. Each organization is responsible for its own data governance and the security and privacy of its data.

Getting started

Visit https://openeducationanalytics.org/.
Prepare an Azure subscription for deployment.
Use Azure Cloud Shell and OEA setup scripts to deploy the reference architecture.
Select relevant OEA modules or packages for your education data use case.
Use Power BI for reporting and Microsoft tools for data-driven actions.
Contact an OEA Partner for setup or implementation assistance.

Verdict

Choose OEA if an education system needs an open-source framework, reusable data assets, and packages for education analytics and AI. Look elsewhere if you need a provider-backed warranty or service level agreement, or want the project itself to take responsibility for organizational data security and governance.

Questions

Is Open Education Analytics free?

Yes. Its pricing model is free, and the project is open source.

Which platforms does OEA support?

The listed platforms are API and self-hosted. Its reference architecture is deployed in an Azure subscription.

What license does OEA use?

The project repository states that code is licensed under MIT and documentation under Creative Commons.

What tools can OEA work with for reporting and actions?

OEA describes Power BI for visualizations and reports, with Power Apps, Dynamics 365, Office 365, or Microsoft Teams for data-driven actions.

Can someone help with implementation?

OEA Partners are third-party Microsoft solution providers that can set up the reference architecture and help implement education data and AI use cases.

Facts from Open Education Analytics's own pages

Analytics assets: OEA assets include data pipelines, analytical models, dashboard templates, and data governance processes. · openeducationanalytics.org, 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. · openeducationanalytics.org, 4 Oct 2026
Community status: The homepage states that OEA is entirely community owned and operated. · openeducationanalytics.org, 4 Oct 2026
Data assets: OEA modules provide assets for common education datasets, and packages combine assets to address specific education use cases. · openeducationanalytics.org, 8 Oct 2026
Deployment: The reference architecture is set up in an Azure subscription using Azure Cloud Shell and OEA setup scripts. · openeducationanalytics.org, 8 Oct 2026
Framework: OEA provides a reference architecture, open-source modules, training, and use cases for modernizing education data systems. · openeducationanalytics.org, 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. · openeducationanalytics.org, 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. · openeducationanalytics.org, 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. · openeducationanalytics.org, 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. · openeducationanalytics.org, 8 Oct 2026
Licensing: The project repository states that code is licensed under MIT and documentation under Creative Commons. · github.com, 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. · github.com, 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. · openeducationanalytics.org, 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. · openeducationanalytics.org, 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. · openeducationanalytics.org, 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. · github.com, 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. · github.com, 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. · github.com, 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. · openeducationanalytics.org, 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. · openeducationanalytics.org, 8 Oct 2026
Use cases: Example packages address hybrid engagement, chronic absenteeism, and digital equity of access. · openeducationanalytics.org, 8 Oct 2026

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