'how can I change the code from Iterrows operation to data frame operations
sample code, how can I change the code from Iterrows to df operations. can you pls help. Iterrows is taking longer time
def renewed_penalty(row):
row["Renewed_penalty_0"] = 0
for i in range(0,37):
row["Renewed_penalty_"+ str(i)]=None
for j in range(1,37):
if(j<=row["term"] and row["Repay discount"] == 'Yes'):
row["Renewed_penalty_"+ str(j)] = j* (row["Circuits_with_churn_"+str(j-1)]* row["avg_mrc"]
elif row["Circuits_with_churn_"+str(j)] < (row["CCT_count"] * (1-row['Cease tolerance'])):
row["Renewed_penalty_"+ str(j)] = row["avg_mrc"] * (1-row["Renewal_discount"])
else:
row["Renewed_penalty_"+ str(j)] =0
return row
df1 = pd.Dataframe()
for index,row in df.iterrows():
new_df = renewed_penalty(row)
df1 = df1.append(new_df)
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