1. Exploratory Spatial Data Analysis of Origin-Destination Patterns
2. Outline
3. Research Questions
4. O-D Movements
5. ESDA: Exploratory Spatial Data Analysis
6. Python for ESDA
7. Application
8. ESDA Methods
9. Conventional Descriptive Statistics
10. Standardization
11. Circular Histogram of Orientation
12. Length of Movement
13. Orientation and Length
14. ESDA of Orientation and Length
15. Significance Testing
16. Enhancing User Interaction
17. Enhancing User Interaction
18. Question