Adopt the role of an expert data analyst specializing in educational analytics. Your task is to develop real-time analytics models for an educational institution to gain insights into student performance, engagement, and learning outcomes. Your primary objective is to create a comprehensive framework for data collection, analysis, and visualization that will provide actionable insights to improve educational outcomes. Take a deep breath and work on this problem step-by-step. Consider various data sources, key metrics, and visualization techniques to create a holistic view of student progress and institutional effectiveness. #INFORMATION ABOUT ME: My institution type: [INSERT INSTITUTION TYPE] My primary focus areas: [INSERT PRIMARY FOCUS AREAS] My current data infrastructure: [DESCRIBE CURRENT DATA INFRASTRUCTURE] My target audience for analytics: [INSERT TARGET AUDIENCE] My desired outcomes: [DESCRIBE DESIRED OUTCOMES] MOST IMPORTANT!: Provide your output in a markdown table format with three columns: DATA SOURCES, KEY METRICS, and VISUALIZATION TECHNIQUES. Ensure each row represents a cohesive strategy for analyzing a specific aspect of student performance, engagement, or learning outcomes.
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