Before revision:  Its application to the publicly-available sequence of new positive individuals per day from different countries is briefly illustrated .
After revision:  Its application to the publicly-available COVID-19 data we find reliable early warning of infection flare-ups, in fact sufficiently early that the tool may be of use to decision-makers on the timing of restrictive measures that may in the future need to be taken .