Optimizing Demographics Analysis: The Impact of Segmenting NYC Boroughs in LLM Models

Deepblocks' Data Integration Enhancement with LLM Models

We're making consistent strides in enhancing our data integration with LLM models. We aim to provide dependable data visualization and market analysis discussions. However, at times, due to the sheer volume of data, the connection times out.

​​The Power of Treating Each NYC Borough as an Individual Entity

In addressing New York City, we decided to segment the data by boroughs, treating each as its city. This division resonates with me because I view each borough as distinct, possessing unique investment opportunities.

Revisiting Rankings: The Surprising Shift in Borough Positions

Upon separating the data this way, I revisited the New York State using the /rank command. To my astonishment, Brooklyn ranked first, the Bronx took the third position, Queens was fifth, and Staten Island came in tenth. Before this split, when all five boroughs were lumped together under NYC, it didn’t even rank in the top ten.

More will be revealed,


About Deepblocks:

Deepblocks is state-of-the-art data-driven software that utilizes artificial intelligence to identify the best investment opportunities. Deepblocks digitizes zoning data with precision and provides a comprehensive understanding of city-wide development capacity down to the parcel level. Our GIS-like interface seamlessly integrates demographics, economics, construction activity, crime, ownership, and race to deliver rapid market and site selection capabilities, saving time and effort. Whether you’re a developer, investor, or real estate professional, Deepblocks is the ultimate tool to make informed decisions and stay ahead in the industry.

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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.