Education Dataset Report Builder
10M record CSV-based Power BI report for US non-profit education institution
30 Years of Education Data, One Unified Report
Your existing CSV dataset contains three decades of student enrollment, performance, and demographic data. We're building a high-performance Power BI report that handles 10 million rows with sub-second query response times.
Optimized Data Model
Star schema with aggregated fact tables and incremental refresh to keep file size under 500MB despite massive dataset.
Embedded UX Integration
Report will be embedded directly into your existing web application using Power BI Embedded with SSO authentication.
Dynamic Drill-Through
Navigate from high-level trends down to individual student cohorts with context-aware filters and bookmarks.
Dataset Specifications
Report Page Previews
Executive Summary
Year-over-year enrollment trends, retention rates, and demographic breakdowns with KPI cards and trend lines.
Academic Performance
GPA distributions, course completion rates, and at-risk student identification with cohort comparisons.
Program Analytics
Drill-through from campus level to specific degree programs with enrollment capacity and resource utilization metrics.
Technical Implementation Plan
Data Ingestion & Transformation
Import CSV to Fabric Lakehouse, apply data quality rules, create dimension and fact tables with proper indexing.
Week 1Data Model Design
Build star schema with date, student, course, and campus dimensions. Implement incremental refresh for 30-year history.
Week 2DAX Measures & Calculations
Create time intelligence calculations, cohort analysis measures, and performance benchmarks with dynamic filtering.
Week 3Report Design & Embedding
Build responsive report pages, configure RLS for data security, embed into existing UX with authentication flow.
Week 4Performance Guaranteed
Report will load in under 3 seconds and handle concurrent users without degradation. Optimized for both desktop and mobile viewing within your embedded application.