flowchart TD
    A[Prepare GeoJSON File\\nof Virginia Counties] --> B[Load GeoJSON and Data Files]
    B --> C[Clean and Preprocess Data]
    C --> D[Initialize Folium Map]
    D --> E[Create GeoDataFrame]
    E --> F[Visualize Data on Map]
    F --> G[Customize Map]
    G --> H[Export Final Map]

    subgraph Visualization
    F --> F1[Household Size]
    F --> F2[Median Income]
    F --> F3[Average Home Price]
    F --> F4[Owned vs Rented Homes]
    end

    G -->|Refine| C

    classDef default fill:#f9f9f9,stroke:#333,stroke-width:2px;
    classDef process fill:#d4e6f1,stroke:#2874a6,stroke-width:2px;
    classDef data fill:#d5f5e3,stroke:#1e8449,stroke-width:2px;
    class A,B,C,E data;
    class D,F,G,H process;
    class F1,F2,F3,F4 process;

Steps to Create Interactive Maps of Virginia Counties

1. Prepare GeoJSON File
   • Obtain a GeoJSON file containing Virginia county boundaries
2. Set Up Data Processing
   • Use Folium, GeoPandas, and Pandas libraries
   • Read and process the GeoJSON file
3. Initialize Map
   • Create a Folium map centered on Virginia
4. Process Datasets
   • Prepare data for household size, median income, average home price, and owned vs. rented homes
5. Visualize Data
   • Map each dataset onto the corresponding county
6. Customize and Refine
   • Add interactive features and styling to the map
7. Export Final Map
   • Save the interactive map for use or further analysis

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