Algorithm 1 The pseudo model algorithm

#constants shared between scenarios

K = 10

${\beta }_i^m$

#constants within scenario

SIM (number of simulation)

Deep (number of days to be simulated)

NTW (Commuting network: weighted links among municipalities of the corresponding scenario)

I (number of officially infected)

For each simulation

Sample infected according to scenario

For each day

If during weekend, switch the correspondence between active period and population

For each sub-day period

For each infected municipality

find new infected according to ODE equations

End