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spatial data
precise location and shape of geographic feature as points, lines, or polygons or grid cells
aspatial data
location based data linked with descriptive information
discrete data
represents distinct features with definable boundaries known as categorical or vector data
continuous data
vary gradually across surface without distinct boundaries known as rasters
nominal data
names or uniquely identifies objects
categorical data
places features into defined number of distinct categories
ordinal data
categorical data and ranks categories along arbitrary scale
interval data
places values along a regular numeric scale like temp, pH, elevation
ratio data
places value along regular scale with meaningful zero point like population, rainfall, rent