import scipy as sp
X = sp.stats.expon(scale = 1.1)
p = X.cdf(2) - X.cdf(1)
0.24056971034728492

There’s a p percent chance that someone is infectious between one and two days.

1 - X.cdf(1.5)
0.25572915991310063
X.ppf(.9)
2.532843602293451