By Roheel Nawaz

Faculty Mentor: Dr. Alan Griffith

Abstract

We aim to create a standardized framework for ecological species data that employs various multivariate and clustering techniques to reduce the complexity of vast sampling datasets. The ultimate goal is better understand and visualize ecological bee data across geographical space, and create a framework that can be applied across various types of species data, for ecologists to use at their discretion