Visualization

transitionMatrix aims to support native (Python based) visualization of various transition related datasets using matplotlib and other native python visualization libraries.

Note

The visualization functionality is not yet refactored into a reusable API. For now the visualization functionality is implemented separately as a demo script.

Visualization Examples

Example workflows using transitionMatrix to generate visualizations of migration phenomena

• Script: examples/python/generate_visuals.py

Example 1

Plotting the state space trajectory of a single entity

Example 2

Plotting the state space trajectory of multiple entities

Example 3

Histogram plot of transition frequencies

Example 4

Colored scatterplot of entity transitions over time

Example 5

Colored scatterplot of entity transitions over time (alternative form)

Example 6

Visualize a transition matrix using Hinton-style visual

Example 7

Visualize a transition matrix using a sankey visual (a logarithmic adaptation that is useful for qualitative insight)