This post was originally written as a Jupyter Notebook. The notebook form is available here.
The data was collected from the San Diego County Department of Public Health Coronavirus website and is available in CSV form here.
For daily updates on the Kalman filter estimates of the number of new cases per day and rate of change in new cases per day, please see the next post.