Michael Oppermann
All projects

Tag: Spatio-temporal-data

Ocupado
Ocupado: Visual Analysis of Building Occupancy using WiFi Data
In a multi-year visualization design study, we created and evaluated a set of visual decision-support tools centered around occupancy data for stakeholders in facilities management and planning. Ocupado uses WiFi devices as a proxy for human presence, capturing location-based counts that preserve privacy without trajectories.
  • visualization
  • design-study
  • prototyping
  • spatio-temporal-data
  • building-occupancy
  • time-series
  • interviews
Ocupado
Bike Sharing Atlas
The interactive visualization system bikesharingatlas.org supports the explorative data analysis of more than 460 bike-sharing networks worldwide. Being increasingly digitized, these networks nowadays produce data that can reveal interesting insights, not only into patterns of bicycle usage but also underlying spatio-temporal dynamics of a city.
  • time-series
  • interviews
  • visualization
  • design-study
  • prototyping
  • online-demo
  • spatio-temporal-data
  • bike-sharing
© 2025. Michael Oppermann