ucdavisdatalab / geocoding-workshop

This is a workshop that teaches the basics of geocoding.
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Update & Expand #1

Open MicheleTobias opened 6 months ago

MicheleTobias commented 6 months ago

Working with Address Data Workshop

Introduction - see original geocoding workshop text for a draft

What is an address? What is a zip code? PII data

Geocoding: turning addresses into point data

Methods - Concepts like range estimation, rooftop datasets Input data formatting Why you can't geocode PO Boxes Tools Keeping PII data safe QA/QC

Supplementing Address Data

Spatial & table joins to supplement locations - example: add Census Tract + Census data

Analyzing Address Points

Clustering Point Pattern Analysis G Statistics Family

Data Visualization: making maps

telling the story background data protecting PII locations

elisehellwig commented 6 months ago

For the introduction section: Discuss different "levels" of geocoding, ie geocoding to county, zip code, street front or rooftop. When would county be good enough (services for unhoused people) and when do you need a more precise location (neighborhood air quality)?