This document discusses measuring entrepreneurial ecosystems. It outlines four categories (connectivity, diversity, density, fluidity) and twelve indicators used to measure entrepreneurial ecosystem vibrancy. For each category and indicator, the document provides data and examples for cities like Kansas City to illustrate how the indicators can be measured. The goal of measuring these indicators is to gauge progress, inform program design, and guide funding decisions for entrepreneurial support.