Restaurant Analytics Dashboard

Project Description:

This project aims to develop a Restaurant Analytics Dashboard that provides insights into a restaurant's performance, enabling informed decision-making to improve sales and profitability. The dashboard will utilize key sales influencers and decomposition tree visualizations to delve into the factors driving revenue and margins.

Project Goals:

• Identify Key Sales Influencers: Uncover the variables that significantly impact net sales growth or decline, enabling targeted strategies to enhance sales performance.
• Analyze Net Margin Decomposition: Delve into the composition of net margin, understanding how each menu item and category contributes to overall profitability.
• Gain Actionable Insights: Extract actionable insights from the dashboard to guide operational decisions, optimize menu selection, and enhance overall restaurant performance.

Business Needs:

• Sales Growth and Revenue Optimization: Identify opportunities to boost net sales and drive revenue growth, improving the overall financial health of the restaurant.
• Margin Improvement and Cost Management: Analyze cost structures and menu item profitability to identify areas for cost reduction and margin enhancement.
• Data-Driven Decision-Making: Foster a data-driven approach to restaurant management, making informed decisions based on insights extracted from the dashboard.
• Improved Customer Experience and Catering: Understand customer preferences and menu item popularity to optimize menu offerings and cater to customer tastes.

Data Insights Discovery and Presentation:

• Data Collection: Integrate data from various sources, including POS systems, inventory management, and customer feedback, to gain a comprehensive view of restaurant performance.
• Data Cleaning and Preparation: Cleanse and prepare the raw data to ensure accuracy, consistency, and compatibility for analysis.