Frustration Index shows the Level of Service (or Frustration) for transit services in San Francisco, Geneva, and Zurich. Our web application visualizes frustration factors (capacity or crowdedness, delay, and speed) for one day in October 2012 across the three cities. More background information can be found on the project’s about page.