import pandas as pd
data=pd.read_excel('IDX_Idxtrd.xlsx')
x=pd.read_excel('TRD_Cale.xlsx')
list1=['2017-01-03']
list2=[]
for t in range(1,len(x)-1):
p=x.iloc[t-1,[2]][0]
q=x.iloc[t,[2]][0]
if q
list2.append(x.iloc[t-1,[1]][0])
list2.append('2017-12-29')
mport numpy as np
r=np.zeros(len(list1))
for i in range(len(list1)):
p1=data.loc[data['Idxtrd01'].values==list1[i],'Idxtrd05'].values
p2=data.loc[data['Idxtrd01'].values==list2[i],'Idxtrd05'].values
r[i]=(p2-p1)/p1