Update pages/3_EDA_and_Feature_Engineering.py

pages/3_EDA_and_Feature_Engineering.py

@@ -18,6 +18,11 @@ if 'df' in st.session_state:
 else:
     st.warning("No dataset uploaded. Please upload data on the Home Page.")
 
+# rename columns
+df = df.rename(columns={'ProductCategory': 'Category', 'ProductBrand': 'Brand', 'ProductPrice': 'Price'})
+# Correct Price Column values (round off to 2 decimal places)
+df['Price'] = df['Price'].apply(lambda x: round(x,2))
+print(df.head())
 st.markdown("Complete EDA + Feature Engineering")
 st.markdown("## **Univariate Analysis**")
 st.markdown("### PRODUCT CATEGORY")