Delving into ChatDB: Uncovering Insights for Live Local Act Developments

Exploring ChatDB's Capabilities

Let's explore ChatDB and determine its potential in identifying promising neighborhoods for Live Local Act development projects. I was intrigued to /rank the top 10 cities in Florida. Surprisingly, Miami didn't make the list. Remember, this ranking considers a composite score from seven metrics. Notably, Homestead and Doral are in the 1st and 3rd positions, respectively.

Focusing on Miami

Despite this, my interest remained in Miami. So, instead of relying solely on rankings, I decided to contrast Miami with other cities, including Homestead, Doral, Tampa, and Orlando. Among Florida's 801 cities, Miami holds a commendable 14th position.

Innovative Ranking Feature

We're developing a feature to rank cities based on specific metrics. For instance, it'd be intriguing to discover which city leads in crime reduction. Among the five cities I considered, Miami stands out in this category and surpasses the rest in the top 14.

Analyzing Crime Trends in Miami

To delve deeper into Miami's crime statistics, I utilized the /graph command to visualize its trajectory. The trend showcases a consistent decline. From 2013 to 2018, Miami achieved significant strides in reducing crime.

Population Trends Versus Crime Rates

Curiosity led me to examine its population trend. Interestingly, while crime in Miami declined, its population was on the rise. Moreover, while Miami experienced growth during COVID, it appeared more economic than demographic.

Upcoming Analysis

I'll conclude my analysis here for now. Tomorrow, I aim to investigate racial demographics, median rent trends, and homeownership rates. Additionally, a closer look at Miami's census tracts will help determine optimal locations for Live Local developments.

Author Olivia Ramos
Founder and CEO of Deepblocks, holds master's degrees in Architecture from Columbia University and Real Estate Development from the University of Miami. Her achievements before Deepblocks include designing Big Data navigation software for the Department of Defense's DARPA Innovation House and graduating from Singularity University's Global Solutions and Accelerator programs.