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📊 Power BI Portfolio

Power BI DAX Data Modeling Projects Datasets

A professional Power BI portfolio showcasing a clear progression from foundational dashboards to advanced data modeling, time intelligence, and interactive analytical storytelling.


🔎 Quick Navigation


📂 Repository Structure


🚀 Projects Overview

01️⃣ Cafe Sales Dashboard

📁 View Project

An introductory dashboard designed to present café sales performance to management.

Key Highlights

  • KPI cards: Sales, Profit, Cost, Quantity
  • Interactive slicers (Branch, Product Category, Payment Method)
  • Monthly sales trends
  • High-level management overview

Preview Cafe Sales Dashboard


02️⃣ E-Commerce Sales – Data Modeling & Analysis

📁 View Project

A deeper analytical project focused on data preparation and modeling best practices.

Key Highlights

  • Data cleaning and normalization
  • Star schema design (Fact & Dimension tables)
  • Dedicated Calendar table
  • Structured and well-organized DAX measures
  • Foundational analytical dashboards

Previews E-Commerce Dashboard Data Model


03️⃣ E-Commerce Sales – Advanced Interactive Dashboard

📁 View Project

An advanced solution built on the same e-commerce dataset, emphasizing interactivity, UX, and deeper analytical insights.

Key Highlights

  • Multi-page report (Home & Dashboard)
  • KPI comparison vs previous year
  • Advanced time intelligence (YOY, MOM, QOQ)
  • Bookmarks and toggle buttons
  • Multiple analytical views within the same visual space
  • Retention, shipping, top products, and customer analysis

Previews Home Dashboard (Default) Dashboard (Toggle Activated) Data Model


04️⃣ Superstore Sales Analytics Dashboard

📁 View Project

A multi-page analytical Power BI project built on the Superstore dataset, focusing on sales performance, pricing impact, product insights, customer behavior, and regional analysis.

Key Highlights

  • Interactive home page with guided navigation
  • Executive summary with KPI comparison vs previous year
  • Pricing and discount impact analysis
  • Product performance and profitability insights
  • Customer purchase behavior analysis
  • Regional performance breakdown with map visualization
  • Structured data model with organized DAX display folders

Previews Home Executive Summary Pricing & Discount Impact Analysis Product Performance Analysis Customer & Purchase Behavior Analysis Regional Performance Analysis Data Model


🧠 Skills Demonstrated

Analytics & Modeling

  • Power BI Desktop
  • Data Modeling (Star Schema)
  • KPI Design & Performance Comparison

Data Preparation

  • Power Query (Data Cleaning & Transformation)
  • Data Normalization
  • Calendar Tables & Relationships

DAX & Time Intelligence

  • DAX Measures
  • YOY / MOM / QOQ Analysis
  • Growth %, Profit Margin %, Retention Metrics

Dashboard Design & UX

  • Interactive Dashboards
  • Bookmarks & Toggle Buttons
  • Page Navigation & Visual Storytelling

🗂 Datasets

All projects are built using structured datasets available in the datasets folder.

  • Café Sales Dataset – transactional sales data used for management-level reporting
  • 🛒 E-Commerce Dataset – normalized sales data used for modeling, analysis, and advanced dashboards
  • 📦 Superstore Dataset – transactional retail dataset used for sales analytics, customer behavior, discount analysis, and regional performance reporting

📌 Notes

  • This portfolio represents practical, hands-on analytical work
  • Projects are designed to reflect real business scenarios
  • Additional data analysis projects are currently in progress
  • The repository will continue to evolve as new projects are completed

🔗 Related Work


👤 Author

Mohamed Hajali
Power BI & Data Analytics | Business Intelligence Enthusiast

🔗 GitHub: https://github.com/MohamedHajali95
🔗 Portfolio Repository: https://github.com/MohamedHajali95/powerbi-portfolio
🔗 LinkedIn: https://www.linkedin.com/in/mohamedhajali95/

About

Professional Power BI portfolio demonstrating end-to-end analytics: data preparation, modeling, DAX time intelligence, and interactive dashboards built for real business scenarios.

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