In this project, the neighborhoods of Burlington (Ontario), the average house price in each neighborhood, and the list of schools for each neighborhood are scraped from https://burlingtonneighbourhoods.com/ using BeautifulSoup library. School performance scores by Fraser Institute for each school are scraped from https://www.compareschoolrankings.org/. The parks, playgrounds, and sports fields of each neighborhood are searched from FourSquare API and shown on a Folium map. The neighborhoods of Burlington are grouped into 4 clusters based on the school performance scores and house prices, using the k_means clustering algorithm.
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Clustering of the neighborhoods of Burlington (Ontario) based on the school performance scores and house prices
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