Difficult aggregation of DataFrame with date column in Python Pandas?

Question

I have DataFrame with agreements like below:

rng = pd.date_range(\'2020-12-01\', periods=5, freq=\'D\')
df = pd.DataFrame({ "ID"    : ["19"