Update pages/2_Data_CLeaning_and_Preprocessing.py

pages/2_Data_CLeaning_and_Preprocessing.py

@@ -107,7 +107,14 @@ if uploaded_file is not None:
                 st.pyplot(fig)
             else:
                 st.warning("'Category' column not found for plotting.")
+            # binning of age column
 
+            bins = [0, 18, 35, 50, 65, 100]
+            labels = ['Child', 'Young Adult', 'Adult', 'Middle Aged', 'Senior']
+            
+            df['age_bins'] = pd.cut(df['CustomerAge'], bins=bins, labels=labels, right = False)
+            
+            # df.head()
             # Data Cleaning Section
             st.write("### Cleaned Dataset")
             cleaned_data = data.drop_duplicates()