import sys; sys.path.insert(0,'/workspace/research/buyer-method-audit/scripts'); from lib import *
S,PC=load_spot(); X=signals(S,PC,load_ruleB())
X['year']=X.date.dt.year; X.to_csv('/workspace/research/buyer-method-audit/results/signals_all.csv',index=False)
print(X.groupby(['cand','year']).size().unstack(fill_value=0)); print(X.groupby('cand').R.describe().round(1))