Lesson 1Ambiguity in Spatial AnalysisJudgment under unclear spatial data and conflicting signals.Start2 Micro-lessonsMicro lesson 1Conflicting Layers: When to PauseMicro lesson 2Ambiguous Boundaries: Accepting Uncertainty
Lesson 2Data Management Under PressureDecisions when data integrity is at risk and time is limited.Start2 Micro-lessonsMicro lesson 1Data Gaps: Choosing Not to PatchMicro lesson 2Conflicting Sources: Withholding Updates
Lesson 3Visualization and Misleading PatternsRecognizing when visualizations distort more than clarify.Start2 Micro-lessonsMicro lesson 1Visual Overfitting: Ignoring PatternsMicro lesson 2Misleading Trends: Holding Back Conclusions