Univariate Summary and Visualization

Select Variables

Summary Plot

Download Plot

Contingency Table

Frequency Table

Summary Table

Modeling Variables

Beta Binomial Model Statistics

Download Univariate Report
For access to the code used to produce plots and analyses, please visit Fridley Lab GitHub.

Multivariate Summary and Visualization

Principal Component Analysis (PCA)

Download PCA Plot

Spatial Summary

Spatial Plot Selections

Spatial Plot

Spatial Plot Selections

Spatial Plot

Download Plot
In cases of large holes or uneven cell distributions, the theoretical estimate of complete spatial randomness (CSR) may be an inaccurate measure.

About iTIME

Development Team

- Brooke Fridley

- Alex Soupir

- Chris Wilson

- Jordan Creed

- Oscar Ospina

- Gregory Kimmel

- Joseph Markowitz

- Christelle Colin Leitzinger

- Nick Chakiryan

For more information about our lab and other projects please check out our website at

All code for this project are publically available on GitHub.