ABOUT THIS PROJECT

Overview and discussion

This model predicts the probability of emergency medical calls to the San Francisco Fire Department (SFFD). It utilizes records from the SFFD and integrates them with atmospheric, calendar, and additional data to forecast the likelihood of calls within the next hour over a 7-day period. The predictions are visualized on Google Maps, color-coded from green (indicating low probabilities) to red (indicating high probabilities).

how to use it?

The map is initially displayed with the current prediction (at San Francisco local time) of the probabilities of calls for medical incidents and is automatically refreshed every hour. Use the timeline bar (below the map) or the time control panel (on the map) to get a forecast at any other available time.

You can also change the region by moving on the map, change the scale or the background settings.

The minimum and maximum values of the probabilities are initially displayed on the map. You can display the forecast at any other place by directly clicking on the map. Use the button "Remove all markers" to delete all the displayed probabilities.