Agenda

  1. Visualization Options of Flow Data

  2. Interactive Visualizations using {flowmapblue} flowmapblue

  3. Static Visualizations using {flowmapper} flowmapper

Visualisations of Flow Data

A non-comprehensive overview

Flow graphs

Flow graphs

Line plots

Edge Bundling of Individual Tracks

{edgebundle} - an R package for edge-bundle visualisations

Animation of Individual Tracks

{moveVis} - an R package for animal movement, can also be used to illustrate

Flow maps

“[may well be] the best statistical graphic ever drawn” – E. Tufte

Flow maps

Visualization of Origin-Destination Data.

Directed edges between nodes.

Positions of nodes correspond to geographic space.

Variations express differences in flow strength

  • size / thickness

  • color

Flow maps

Visualization of Origin-Destination Data.

Directed edges between nodes.

Positions of nodes correspond to geographic space.

Variations express differences in flow strength

  • size / thickness

  • color

{flowmapblue}

  • Available as a web version and as an R package

  • Interactive visualisations

  • Part of the flowmap suite, continously developed

{flowmapper}

  • Inspired by {flowmapblue}

  • Static visualisations within the {ggplot2} framework

  • Capacity to export as spatial objects

flowmapper – ggplot2 framework







flowmapper – Clustering







flowmapper – Customization







flowmapper – Adding Raster Basemaps







Flowmapper - Comparative Flow Maps

Flowmapper - Exporting as Spatial Object