Instructor Notes

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Census GeocodingModule Overview

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Instructor Note

Emphasize ethical use of geocoding services and rate limits. Remind learners that geocoding accuracy varies by location and data quality.

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Network AnalysisModule Overview

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Spatial AnalysisModule Overview

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Instructor Note

Learners may struggle initially with spatial weights (rook, queen, k-nearest). Spend extra time walking through simple diagrams before showing code.

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Spatial ClusteringModule Overview

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Instructor Note

Learners may need extra time understanding the differences between clustering algorithms. Consider pausing after each method and showing multiple visualizations.

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NDVI AnalysisModule Overview

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Instructor Note

Pause after NDVI formula — ensure learners understand band meanings and data types.

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