Development of a Financial Data Analysis and Forecasting System
Statistics — 2025, Undergraduate
web applicationbusiness statisticsforecastingfinancial data
This study developed a financial data analysis and forecasting system that enables small businesses to analyse revenues, expenses, and margins and generate basic forecasts using trend and moving-average methods. The system presents performance indicators and visual trends on a dashboard. Adopting a client-server architecture and a survey-based usability evaluation, the system was built using Python, FastAPI, Pandas, and React. The findings showed that the system improved timely decision-making and budgeting accuracy for participating businesses, while achieving a high System Usability Scale score. The study recommends adoption by SMEs and micro-finance institutions.
For reference and learning only. Do not submit this work as your own.
Ad slot
Homepage screenshot
Preview — first 10 pages
Report a problem with this project
More from Statistics
- Development of a Time Series Forecasting System for Economic Data
- Development of a Time Series Decomposition and Forecasting Dashboard
- Development of a Web-Based Data Quality Assessment Tool
- Development of a Research Data Management and Repository System
- Design of a Factorial Experiment Design and Analysis Tool
AdvertisementAd slot
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.