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<aside> <img src="/icons/city_blue.svg" alt="/icons/city_blue.svg" width="40px" /> Mission Statement

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<aside> <img src="/icons/city_blue.svg" alt="/icons/city_blue.svg" width="40px" /> Solution:

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<aside> <img src="/icons/city_blue.svg" alt="/icons/city_blue.svg" width="40px" /> About Us

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Project Steps

Data Cleaning Process

Interactive Maps

Machine Learning

Future Work

Resources


Mission Statement

<aside> <img src="/icons/cursor-click_blue.svg" alt="/icons/cursor-click_blue.svg" width="40px" /> Our product empowers first-time home buyers by simplifying the process of finding their ideal location. We offer a tailored solution that helps users discover areas that best match their priorities, including education quality, population size, average home prices, household size, housing market activity, employment rates, housing status (renting or ownership), and traffic conditions. By providing these insights, we ensure a smoother and more informed journey into home ownership.

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Solution:

CanYouAffordVA (CAYAV): Empowering First-Time Homebuyers

Our Platform

At CanYouAffordVA (CAYAV), we've developed a platform designed to empower first-time homebuyers by simplifying the complex homebuying process. Our solution provides personalized insights into ideal home locations across Virginia, helping users make informed decisions on where to buy their home. By analyzing key factors such as average home prices, median household sizes, and homeownership rates across various counties, we make it easier for buyers to navigate the market.

Median Household Size

Median Household Size

Home Sale Prices

Home Sale Prices

Percentage of Residents that own their Home

Percentage of Residents that own their Home

Technology and Visualization

Our platform leverages GeoJson, Folium, GeoPandas, and Pandas to visualize Virginia county data, mapping critical datasets onto an interactive map. This includes popular counties, median home prices, household sizes, and the percentage of residents who own their homes. These visualizations help potential homebuyers streamline their search by identifying affordable and suitable areas that meet their needs.

Future Plans