diff --git a/group.py b/group.py
index e2ec347..ec1502f 100644
--- a/group.py
+++ b/group.py
@@ -2,4 +2,107 @@
 
 # Your code to go here...
 
-my_group =
+my_group = [
+    {
+        "name": "Jill",
+        "age": 26,
+        "job": "a biologist",
+        "connection": {"friend": ["Zalika"], "partner": ["John"]},
+    },
+    {
+        "name": "Zalika",
+        "age": 28,
+        "job": "an artist",
+        "connection": {"friend": ["Jill"]},
+    },
+    {"name": "John", "age": 27, "job": "a writer", "connection": {"partner": ["Jill"]}},
+    {
+        "name": "Nash",
+        "age": 34,
+        "job": "a chef",
+        "connection": {"cousin": ["John"], "landlord": ["Zalika"]},
+    },
+]
+
+def print_my_group():
+    for row in my_group:
+        connections = " and ".join([f"{', '.join(map(str, v))}'s {k}" for k, v in row["connection"].items() if v])
+        print(f"{row['name']} is {row['age']}, {row['job']}, {connections}")
+    print("\n")
+
+
+def forget(person1, person2):
+    # Remove person2 from person1's connections
+    for item in my_group:
+        if item['name'] == person1:
+            for k, v in item['connection'].items():
+                if person2 in v:
+                    v.remove(person2)
+    
+    # Remove person1 from person2's connections
+    for item in my_group:
+        if item['name'] == person2:
+            for k, v in item['connection'].items():
+                if person1 in v:
+                    v.remove(person1)
+
+# def add_person(name, age, job, relations):
+#     new_person = {
+#         "name": name, 
+#         "age": age, 
+#         "job": job, 
+#         "connection": relations
+#     }
+
+#     # Add the new person to the group
+#     my_group.append(new_person)
+
+def add_person(name, age, job, relations):
+    new_person = {
+        "name": name, 
+        "age": age, 
+        "job": job, 
+        "connection": relations
+    }
+    
+    # Add connections to corresponding person
+    for relation_type, related_persons in relations.items():
+        for related_person in related_persons:
+            # Find the related person in my_group and add the new person to their connections
+            for item in my_group:
+                if item['name'] == related_person:
+                    # If the relation type doesn't exist, create it
+                    if relation_type not in item['connection']:
+                        item['connection'][relation_type] = []
+                    # Add the new person to their connection list
+                    if name not in item['connection'][relation_type]:
+                        item['connection'][relation_type].append(name)
+
+
+    # Add the new person to the group
+    my_group.append(new_person)
+
+def average_age():
+    ages = [item['age'] for item in my_group]
+    avg_age = sum(ages)/len(ages)
+    return avg_age
+
+
+def test():
+    print('below is the original group info')
+    print_my_group()
+    
+    print('Now forgetting the connection between Jill and John')
+    forget("Jill", "John")
+    print_my_group()
+    
+    print('Now adding a new person')
+    add_person('HanLu', 22, 'a student', {'friend': ['John'], 'cousin': ['Nash']})
+    print_my_group()
+    
+    print('Now calculating the average age')
+    avg_age = average_age()
+    print(f"the average age of my group is {avg_age}.")
+    
+if __name__ == "__main__":
+    test()
\ No newline at end of file