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Statistical analysis and HTML report

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...
Terrain analysis with DEM data

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...
School sidewalk length analysis

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
Geometry calculation and data extraction

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...
Generate a distance raster based on two data layers

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...
Spatial join and choropleth map generation

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...
Generate an interactive web map

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...
Select a map projection and reproject the data

Select a map projection and reproject the data

Spatial task Please select an appropriate map projection for the US states layer, and reproject the data layer using the selected projection. Please also generate an HTML report to explain why you choose the projection. Dataset The states boundaries of the US...