Update app.py

app.py

@@ -96,6 +96,76 @@ def map_categorical_features():
             'poor': 0,
             'excellent': 1,
             'medium': 2
+        },
+        'Interested subjects':{
+            'programming':0,
+            'Management':1,
+            'data engineering':2,
+            'networks':3,
+            'Software Engineering':4,
+            'cloud computing':5,
+            'parallel computing':6,
+            'IOT':7,
+            'Computer Architecture':8,
+            'hacking':9
+        },
+        'interested career area ':{
+            'testing':0,
+            'system developer':1,
+            'Business process analyst':2,
+            'security':3,
+            'developer':4,
+            'cloud computing':5
+        },
+        'Type of company want to settle in?':{
+            'BPA':0,
+            'Cloud Services':1,
+            'product development':2,
+            'Testing and Maintainance Services':3,
+            'SAaS services':4,
+            'Web Services':5,
+            'Finance':6,
+            'Sales and Marketing':7,
+            'Product based':8,
+            'Service Based':9
+        },
+        'Taken inputs from seniors or elders':{
+            'yes':0,
+            'no':1
+        },
+        'Interested Type of Books':{
+            'Series':0,
+            'Autobiographies':1,
+            'Travel':2,
+            'Guide':3,
+            'Health':4,
+            'Journals':5,
+            'Anthology':6,
+            'Dictionaries':7,
+            'Prayer books':8,
+            'Art':9,
+            'Encyclopedias':10,
+            'Religion-Spirituality':11,
+            'Action and Adventure':12,
+            'Comics':13,
+            'Horror':14,
+            'Satire':15,
+            'Self help':16,
+            'History':17,
+            'Cookbooks':18,
+            'Math':19,
+            'Biographies':20,
+            'Drama':21,
+            'Diaries':22,
+            'Science fiction':23,
+            'Poetry':24,
+            'Romance':25,
+            'Science':26,
+            "Trilogy":27,
+            "Fantasy":28,
+            "Childrens"
+            
+
         }
         
     }
@@ -177,6 +247,7 @@ def main():
             'public speaking points': public speaking points
         }
         
+        
         # Convert categorical to numerical
         try:
             numerical_input = convert_categorical_to_numerical(input_data, mappings)