Nakudin uses cookies to serve ads, including personalized ads based on your visits to this and other sites. See our Privacy Policy for details.
Data Science — 2025, Undergraduate
This study designed a business intelligence analytics dashboard tailored for small and medium enterprises, presenting sales, inventory, cash-flow, and customer metrics on a single view. The dashboard supports simple goal comparisons and exports. Adopting a client-server architecture and a survey-based usability evaluation, the system was built using Node.js, Express, and MongoDB. The findings showed that the dashboard improved owner understanding of business performance, while achieving a high System Usability Scale score. The study recommends affordable rollout for SME associations.
For reference and learning only. Do not submit this work as your own.

Report a problem with this project
Too time-strapped to build it yourself?
Our team writes final-year projects and builds software on request — source, materials and support included. Get a quote.