/real_estate_study

individual projects for work

Primary LanguagePythonMIT LicenseMIT

Real Estate Study

The repository includes the projects I completed related to Real Estate Industry.

1. City Classification

  • Use PCA and K-Means clustering to classify major cities in China according to real estate indicators, divide them into 3 categories: 'first, second and third-tier cities', then visualize the result.

2. Geospatial Data Visualization using folium

  • Use markerclusters, heatmap and choropleth map to visualize the distribution of rental apartments in Shanghai.
  • Explore the interactive maps below:

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3. Monthly Report Generator