Comprehensive Analysis of Advancement Donations and Giving Trends (2025-2026) Using Tableau

Chakane Akshaya1, Mamindla Divya Vani2, Ms Indira Joshna3
Student, Department of Artificial Intelligence and Data Science, Methodist College of Engineering and Technology, Hyderabad, India1 2

Assistant Professor Computer Science and Engineering (CSE), Methodist College of Engineering and Technology, Hyderabad, India3

Abstract

Universities and educational institutions rely on donations and gifts to support academic programs, scholarships, research activities, and infrastructure development. This project presents a visual analytics approach for exploring university gift records using Tableau. The dataset contains information about donation amounts, gift allocation categories, academic colleges, student majors, donor locations, and gift dates. Data preparation techniques such as data cleaning, classification of dimensions and measures, and creation of calculated fields were applied to improve data quality and analysis. Various visualizations, including bar charts, pie charts, trend lines, and geographic maps, were developed to examine donation patterns, funding distribution, donor contributions, and college-wise gift allocations. The analysis identifies key trends in fundraising activities, highlights departments receiving significant financial support, and reveals geographical patterns in donor contributions. Interactive dashboards provide an effective platform for monitoring donation performance and supporting data-driven decision-making. The study demonstrates the effectiveness of Tableau as a business intelligence tool for transforming donation records into meaningful insights that assist universities in fundraising strategy, resource allocation, and institutional planning.

Keywords—Donations; Gift Records; Fundraising Analytics; Tableau; Data Visualization; University Funding; Dashboard Analysis