Dallas Zip Codes Based on Household Income for Targeting Affordable Housing

Mukund Jha
Zipscore.ai
Published in
2 min readSep 17, 2023

We’re building an AI copilot for market & location analysis in public.
This mini blog, the 32nd in a project of 50 showcases GPT-4’s capabilities by leveraging demographic and socio-economic data from over 75,000 US locations.

The AI Copilot is available for free on Zipscore.ai. These analyses may contain inaccuracies, but you can always cross-check with the actual location data provided in the answers. Moreover, the quality of answers is expected to improve in the future as AI models start to incorporate larger context sizes. During this phase, we were constrained by the 8k context size of GPT-4 (as of 15th Aug 2023).

[ Prompt ]

I’m keen on starting an affordable housing initiative in Dallas, Texas. What are the zip codes with the lowest household income?

[ Completion ]

Based on the data provided, we can determine the zip codes in Dallas, Texas with the lowest household income. From the context data, we can refer to the “Household Income” section for each zip code.

The zip codes with the lowest household income in Dallas, Texas are:

ZIP Code 75215:

  • Percentage of households with a gross annual income below $35,000: 58.41%
  • Percentage of households with a gross annual income between $35,000 and $49,999: 9.8%
  • Percentage of households with a gross annual income between $50,000 and $99,999: 20.9%
  • Percentage of households with a gross annual income between $100,000 and $149,000: 8.5%
  • Percentage of households with a gross annual income above $150,000: 2.39%

ZIP Code 75211:

  • Percentage of households with a gross annual income below $35,000: 39.6%
  • Percentage of households with a gross annual income between $35,000 and $49,999: 14.8%
  • Percentage of households with a gross annual income between $50,000 and $99,999: 32.4%
  • Percentage of households with a gross annual income between $100,000 and $149,000: 9.3%
  • Percentage of households with a gross annual income above $150,000: 4%

These two zip codes, 75215 and 75211, have the lowest household income percentages in Dallas, Texas.

Sources

  1. https://www.zipscore.ai/lookup/us/75215/-96.76/32.75
  2. https://www.zipscore.ai/lookup/us/75211/-96.91/32.74

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