I need to annotate advent of Covid 19 (12-01-2020) in the graph using Matplotlib

Question

i have been trying to annotate advent of covid (12-01-2020) in the graph using Matplotlib for the past 4 days yet unsuccessful. Iam reaching the deadline for my college semi