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* Practice Data Minimization: Only collect and use the data that is absolutely necessary for the system’s purpose. Every extra data point increases the risk of introducing bias and privacy violations.
 
* Practice Data Minimization: Only collect and use the data that is absolutely necessary for the system’s purpose. Every extra data point increases the risk of introducing bias and privacy violations.
 
* Establish Clear Data Governance: Appoint clear ownership and accountability for the data's quality, lifecycle, and ethical use.
 
* Establish Clear Data Governance: Appoint clear ownership and accountability for the data's quality, lifecycle, and ethical use.
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==== Key Resources: ====
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* [https://www.tbs-sct.canada.ca/pol/doc-eng.aspx?id=32601 Guideline on Service and Digital (See Appendix C: Standard on Enterprise Data)]
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* [https://www150.statcan.gc.ca/n1/pub/12-586-x/12-586-x2017001-eng.htm Statistics Canada's Quality Assurance Framework]
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* [https://www.priv.gc.ca/en/privacy-topics/privacy-laws-in-canada/the-personal-information-protection-and-electronic-documents-act-pipeda/p_principle/ PIPEDA fair information principles - Office of the Privacy Commissioner of Canada]