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GIS Copilot Demonstrations

  1. Statistical analysis and HTML report
    Task What's the association between median household income and obesity? Please generate a HTML report to include the regression analysis, r-square, p-value, and be sure to include a one paragraph report to interpret the findings. Dataset PA County shapefile Result Generated HTML report: income_obesity_regression_report Generated Python Code # The task involves analyzing the relationship between…
  2. Normalized Difference Vegetation Index (NDVI) generation with remote sensing images
    Spatial task Generate the Normalized Difference Vegetation Index (NDVI) of Akure from these satellite imageries. Datasets Landsat 8 imageries Akure_boundary Result
  3. Terrain analysis with DEM data
    Spatial task Merge the four DEMs into a single raster and perform terrain characteristic analysis for Richland County, including slope, aspect, hillshade, terrain ruggedness index (TRI), and topographic Position Index (TPI). Datasets Four DEM datasets for Richland County (tif format) Result
  4. School sidewalk length analysis
    Spatial task For each school in Columbia, calculate the length of sidewalks within 500 meters. Datasets Columbia sidewalk Columbia schools Result
  5. Geometry calculation and data extraction
    Spatial task Generate centroids for each building feature, extract the elevation values from the DEM at each building centroid, and export the elevation data to draw a histogram with 50 bins using Seaborn. Datasets Penn State University DEM Penn State University Buildings Result
  6. Generate a distance raster based on two data layers
    Spatial task Could you please generate a raster map with resolution of 100 meter, showing the distances from San Francisco census tracts to the nearest hospitals? Dataset San Francisco Hospitals  San Francisco census tracts Result Generated Python Code # The code is designed to rasterize hospital locations and then generate a proximity raster showing distances…
  7. Spatial join and choropleth map generation
    Spatial task Could you help me analyze the fast accessibility in Pennsylvania by performing the following analysis:1) Count the fast food restaurants in each county and store the result in a new field named "Count". 2) Calculate the fast food accessibility score for each county as (Count /Population) * 1,000 and store the result in…
  8. Generate an interactive web map
    Spatial task Generate an interactive web map using leaflet for the shown data layer. Dataset The Pennsylvania county boundaries downloaded from OpenStreetMap Result Generated interactive web map (click to open): PA_counties_map   Generated code # Importing…