MHM - Shop Heat Map

Geographical Data Visualization for Milk Distribution Analytics

JS JavaScript MongoDB Power BI Logo Power BI
MHM Heat Map Dashboard

Interactive Heat Map Dashboard

Real-time milk distribution analytics

Project Overview

Business Challenge

Orion Food Vina needed a comprehensive visualization tool to analyze the geographical distribution of shops selling their milk products, enabling data-driven decisions for market expansion and supply chain optimization.

Solution Approach

Developed an interactive heat map application that visualizes shop density, sales performance, and geographic distribution patterns, providing actionable insights for strategic business decisions.

Project Details

Timeline

August 2024 - November 2024

Team Composition

  • β€’ Development Team: 5 members
  • β€’ Cross-functional collaboration
  • β€’ Agile methodology implementation

My Role

Business Analyst & Quality Assurance Tester

Key Features

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Interactive Heat Maps

Dynamic geographical visualization showing shop density and distribution patterns across different regions.

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Real-time Analytics

Live data processing and visualization with automatic updates to reflect current market conditions and sales data.

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Targeted Insights

Customizable filters and drill-down capabilities to analyze specific regions, product categories, and time periods.

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Mobile Responsive

Optimized for mobile devices to enable field teams to access critical data and insights on-the-go.

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Advanced Search

Powerful search functionality to quickly locate specific shops, regions, or analyze particular market segments.

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Performance Metrics

Comprehensive KPI dashboard showing sales performance, market penetration, and growth opportunities.

My Key Contributions

Business Analysis

  • Requirements Gathering: Conducted stakeholder interviews to understand business needs and define functional requirements
  • Data Analysis: Analyzed existing data sources and defined data validation rules for accurate visualization
  • Process Documentation: Created comprehensive business process documentation and user workflows

Quality Assurance

  • Test Planning: Developed comprehensive test plans covering functional, usability, and performance testing
  • Data Validation: Implemented rigorous data validation processes to ensure accuracy and reliability
  • User Acceptance: Coordinated UAT sessions with business stakeholders and incorporated feedback

Technology Stack

Frontend Technologies

JS
JavaScript
Interactive map functionality and data visualization
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Mapping Libraries
Advanced geospatial visualization and interaction

Backend & Analytics

MongoDB
Scalable data storage for geographical and sales data
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Power BI
Advanced analytics and business intelligence reporting

Business Impact

85%
Faster Decision Making
Real-time insights reduced analysis time significantly
40%
Improved Market Coverage
Identified new market opportunities and gaps
99.5%
Data Accuracy
Comprehensive validation ensured reliable insights