Whether you're an educator, district analyst, administrator, or fellow researcher — reach out. This work grows through collaboration, feedback, and hearing what practitioners actually need.
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Using the curriculum — you've watched modules and want to talk through applying the methods in your district or school.
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Collaboration — you're a researcher, analyst, or educator who wants to contribute to the curriculum, dataset, or approach.
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Ideas and feedback — you have a real-world example, edge case, or equity concern you think should be in a future module.
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Portfolio & delivery — you're working on a Tableau, Power BI, or alerting implementation and want to compare notes.
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District implementation — you want to bring this framework to your school system and need guidance on where to start.
Also available on GitHub.
The dataset, starter notebooks, and code examples are open source. If you find a bug, have a data suggestion, or want to contribute a module — pull requests are welcome.
→ GitHub Repository