Introduction
After spending over $150 to hold on to this domain for the past 15 years, Kyle decided to finally realize its purpose to house his questionable and ambitious research projects.

The projects that excite Kyle are large (national) scale data collection/enrichment, dynamic demographic visualizations, and bioinformatics interfaces.

Formal research background, certifications, accolades, etc.
No. Zero. None. The questions that define the paradigm shift that the US and its culture are encountering are not being answered by the research elite. So for this university dropout, with 15+ years of software development, analytics, and big data experience in nonprofit and political-adjacent spaces, I'm just going to Do It Myself.

Given Kyle's lack of formal research background, these projects remain open and correctable if any of their claims can be demonstrably disproven.

AI Policy
Handcoding is great - much of this website was coded by hand (with the exception of the twinkling star backgrounds, for which no suitable library existed at the time of development).

For projects like US Churches, which is a project that would have taken a small army 5 years ago, 100% LLM code generation is considered acceptable.


Disclaimer
ALL CONTAINED RESEARCH AND ANALYSIS IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.