Neighborhood Analysis for Daycare Center Placement in Seattle
We’re building an AI copilot for market & location analysis in public.
This mini blog, the 47th 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 am planning to put up a daycare center in Seattle. Rank the neighbourhoods based on the number of kids, the disposable income of the parents, and proximity to business districts where those parents might be working at.
[ Completion ]
To rank the neighborhoods in Seattle based on the number of kids, disposable income of parents, and proximity to business districts, we will consider the demographic data provided for the ZIP codes in Seattle. Specifically, we will analyze ZIP Code 98105 and ZIP Code 98107 as they both fall within Seattle and provide relevant information for our analysis.
- ZIP Code 98105:
- This ZIP code has a population of 50,434 residents and 17,146 households.
- The age distribution shows that 10.53% of the population is between 10 to 24 years of age, indicating a significant number of children.
- The percentage of households with a gross annual income above $150,000 is 26.6%, which indicates a higher disposable income level.
- Proximity to business districts is not explicitly mentioned in the given data. Additional information on the location of business districts would be needed to evaluate this criterion. - ZIP Code 98107
- This ZIP code has a population of 27,534 residents and 14,213 households.
- The age distribution shows that 10.53% of the population is between 10 to 24 years of age, indicating a significant number of children.
- The percentage of households with a gross annual income above $150,000 is 26.6%, which indicates a higher disposable income level.
- Proximity to business districts is not explicitly mentioned in the given data. Additional information on the location of business districts would be needed to evaluate this criterion.
Based on the available data, both ZIP Code 98105 and ZIP Code 98107 show a high number of children and households with a higher disposable income. However, without specific information about the proximity to business districts, it is not possible to rank the neighborhoods in terms of their proximity to such areas.
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