diff --git a/month1_student_management/main.py b/month1_student_management/main.py
index 2ce37ee..aacac6d 100644
--- a/month1_student_management/main.py
+++ b/month1_student_management/main.py
@@ -1,20 +1,4 @@
-# Entry point for the student management system
-from student_data import students, add_student, view_students, get_average_grade
-
-print("📚 Welcome to the Student Record System")
-
-while True:
-    print("\n1. Add student\n2. View students\n3. Get average grade\n4. Exit")
-    choice = input("Choose an option: ")
-
-    if choice == "1":
-        add_student()
-    elif choice == "2":
-        view_students()
-    elif choice == "3":
-        print(f"📊 Average Grade: {get_average_grade():.2f}")
-    elif choice == "4":
-        print("Goodbye!")
-        break
-    else:
-        print("Invalid option.")
\ No newline at end of file
+from student_data import main
+if __name__ == "__main__":
+    main()
+    
diff --git a/month1_student_management/student_data.py b/month1_student_management/student_data.py
index 38ded7e..7bbb410 100644
--- a/month1_student_management/student_data.py
+++ b/month1_student_management/student_data.py
@@ -1,20 +1,95 @@
 students = []
-
 def add_student():
-    """
-    TODO: Prompt the user to enter student name, age, and grade.
-    Append the student as a dictionary to the students list.
-    """
-    pass
-
+    while True:
+        name = input("Enter student name: ")
+        marks = int(input("Enter student marks: "))
+        student = {"name": name, "marks":marks}
+        students.append(student)
+        print(f"{name} has been added.\n")
+        another = input("Do you want to add another student? (yes/no): ").strip().lower()
+        if another != "yes":
+            break
 def view_students():
-    """
-    TODO: Loop through the students list and print each student's info.
-    """
-    pass
+    if len(students) == 0:
+        print("No students to display.\n")
+    else:
+        print("Student List:")
+        for student in students:
+            print(f"Name: {student['name']}, marks: {student['marks']}")
+        print()
+def get_average_marks():
+    if len(students) == 0:
+        print("No students to calculate average grade.\n")
+        return 0
+    total_marks = sum(student['marks'] for student in students)
+    average_marks = total_marks / len(students)
+    return average_marks
+def convert_marks_to_grade(mark):
+    if mark >= 90:
+        return "A"
+    elif mark >= 85:
+        return "A-"
+    elif mark >= 80:
+        return "B+"
+    elif mark >= 75:
+        return "B"
+    elif mark >= 70:
+        return "B-"
+    elif mark >= 65:
+        return "C+"
+    elif mark >= 60:
+        return "C"
+    elif mark >= 55:
+        return "C-"
+    elif mark >= 50:
+        return "D+"
+    elif mark >= 45:
+        return "D"
+    elif mark >= 40:
+        return "D-"
+    else:
+        return "F"  
+def show_class_statistics():
+    if len(students) == 0:
+        print("No students to show statistics.\n")
+        return
+    average = get_average_marks()
+    average_grade = convert_marks_to_grade(average)
+    print("=== Class Statistics ===")
+    print(f"Total Students: {len(students)}")
+    print(f"Average Marks: {average:.2f} (Grade: {average_grade})")
+def main():
+    print("Welcome to Student Data Management System!")
+    while True:
+        print("\nMenu Options:")
+        print("1. Add Student")
+        print("2. View All Students")
+        print("3. Show Class Statistics")
+        print("4. Exit")
+        try:
+            choice = input("\nEnter your choice (1-4): ").strip()
+            if choice == "1":
+                add_student()
+            elif choice == "2":
+                view_students()
+            elif choice == "3":
+                show_class_statistics()
+            elif choice == "4":
+                print("Thank you for using Student Data Management System!")
+                print("Goodbye!")
+                break
+            else:
+                print("Invalid choice! Please enter a number between 1 and 4.\n")
+                
+        except KeyboardInterrupt:
+            print("\n\nProgram interrupted. Goodbye!")
+            break
+        except Exception as e:
+            print(f"An error occurred: {e}")
+            print("Please try again.\n")
+
+if __name__ == "__main__":
+    main()    
+
 
-def get_average_grade():
-    """
-    TODO: Return the average grade of all students.
-    """
-    pass
\ No newline at end of file
+            
\ No newline at end of file
diff --git a/month2_minimart_analysis/python/__pycache__/report_generator.cpython-313.pyc b/month2_minimart_analysis/python/__pycache__/report_generator.cpython-313.pyc
new file mode 100644
index 0000000..327f995
Binary files /dev/null and b/month2_minimart_analysis/python/__pycache__/report_generator.cpython-313.pyc differ
diff --git a/month2_minimart_analysis/python/__pycache__/utils.cpython-313.pyc b/month2_minimart_analysis/python/__pycache__/utils.cpython-313.pyc
new file mode 100644
index 0000000..c52c870
Binary files /dev/null and b/month2_minimart_analysis/python/__pycache__/utils.cpython-313.pyc differ
diff --git a/month2_minimart_analysis/python/customers.csv b/month2_minimart_analysis/python/customers.csv
new file mode 100644
index 0000000..866748a
--- /dev/null
+++ b/month2_minimart_analysis/python/customers.csv
@@ -0,0 +1,11 @@
+"customer_id","name","phone","email","address","loyalty_points"
+1,Achieng Otieno,"0721123456",achieng.otieno@gmail.com,Kisumu,0
+2,James Mwangi,"0722123456",jamesmwangi@yahoo.com,Nairobi,0
+3,Fatuma Hassan,"0733123456",fatuma.hassan@gmail.com,Mombasa,0
+4,Brian Kipkoech,"0744123456",kipkoech.brian@yahoo.com,Eldoret,0
+5,Grace Wambui,"0755123456",grace.wambui@gmail.com,Nakuru,0
+6,Kevin Ndung’u,"0716123456",kevin.ndungu@gmail.com,Thika,0
+7,Beatrice Atieno,"0707123456",beatrice.atieno@yahoo.com,Kisii,0
+8,Mohammed Abdi,"0768123456",mohammed.abdi@gmail.com,Garissa,0
+9,Sharon Njeri,"0729123456",sharon.njeri@gmail.com,Meru,0
+10,Daniel Mutua,"0790123456",daniel.mutua@yahoo.com,Kitui,110
diff --git a/month2_minimart_analysis/python/main.py b/month2_minimart_analysis/python/main.py
index 583f1c8..27bf516 100644
--- a/month2_minimart_analysis/python/main.py
+++ b/month2_minimart_analysis/python/main.py
@@ -1 +1,10 @@
-# Entry point for the MiniMart data reporting system
+import pandas as pd
+from report_generator import generate_report
+from utils import apply_discount, load_csvs
+customers, products, orders, order_items = load_csvs()
+products["price"] = products["price"].astype(str)
+products["discounted_price"] = products["price"].apply(lambda p: apply_discount(p, 10))
+report = generate_report(customers, products, orders, order_items)
+print("\n\U0001F4CA MiniMart Sales Report:")
+for key, value in report.items():
+    print(f"{key}: {value}")
diff --git a/month2_minimart_analysis/python/order_items.csv b/month2_minimart_analysis/python/order_items.csv
new file mode 100644
index 0000000..66f9adf
--- /dev/null
+++ b/month2_minimart_analysis/python/order_items.csv
@@ -0,0 +1,11 @@
+"order_item_id","order_id","product_id","quantity","unit_price","total_price"
+1,1,1,2,150.00,300.00
+2,1,2,1,60.00,60.00
+3,2,3,3,50.00,150.00
+4,3,5,2,140.00,280.00
+5,4,6,1,180.00,180.00
+6,5,7,4,80.00,320.00
+7,6,8,2,160.00,320.00
+8,7,9,1,290.00,290.00
+9,8,10,2,170.00,340.00
+10,9,4,1,120.00,120.00
diff --git a/month2_minimart_analysis/python/orders.csv b/month2_minimart_analysis/python/orders.csv
new file mode 100644
index 0000000..eefbb0d
--- /dev/null
+++ b/month2_minimart_analysis/python/orders.csv
@@ -0,0 +1,11 @@
+"order_id","customer_id","order_date","status","payment_method","shipping_address","delivery_date"
+1,1,2025-06-01,Completed,M-Pesa,Kisumu,2025-06-02
+2,2,2025-06-02,Completed,Cash,Nairobi,2025-06-03
+3,3,2025-06-03,Pending,M-Pesa,Mombasa,
+4,4,2025-06-04,Completed,Card,Eldoret,2025-06-05
+5,5,2025-06-05,Shipped,M-Pesa,Nakuru,
+6,6,2025-06-06,Completed,M-Pesa,Thika,2025-06-07
+7,7,2025-06-07,Pending,Cash,Kisii,
+8,8,2025-06-08,Completed,M-Pesa,Garissa,2025-06-09
+9,9,2025-06-09,Completed,Card,Meru,2025-06-10
+10,10,2025-06-10,Shipped,M-Pesa,Kitui,
diff --git a/month2_minimart_analysis/python/products.csv b/month2_minimart_analysis/python/products.csv
new file mode 100644
index 0000000..ac5ab38
--- /dev/null
+++ b/month2_minimart_analysis/python/products.csv
@@ -0,0 +1,11 @@
+"product_id","name","price","category","stock_quantity","description"
+1,Unga wa Dola (2kg),150.00,Food,100,Maize flour used for making ugali
+2,Brookside Milk (500ml),60.00,Dairy,200,Pasteurized fresh milk
+3,Royco Mchuzi Mix,50.00,Spices,150,Flavor enhancer for stews and soups
+4,Blue Band (250g),120.00,Spreads,80,Popular margarine for breakfast
+5,Soko Maize Flour (2kg),140.00,Food,100,Fine maize flour
+6,Ketepa Tea (250g),180.00,Beverages,60,Popular Kenyan black tea
+7,Menengai Bar Soap,80.00,Cleaning,120,Multipurpose cleaning soap
+8,Ajab Wheat Flour (2kg),160.00,Food,90,Flour used for chapati and mandazi
+9,Fresh Fry Cooking Oil (1L),290.00,Oil,75,Vegetable cooking oil
+10,White Sugar (1kg),170.00,Food,110,Refined sugar used in drinks and baking
diff --git a/month2_minimart_analysis/python/report_generator.py b/month2_minimart_analysis/python/report_generator.py
index fb6ddb8..a0b5a5e 100644
--- a/month2_minimart_analysis/python/report_generator.py
+++ b/month2_minimart_analysis/python/report_generator.py
@@ -1 +1,19 @@
-# Code to generate dictionary summary reports
+import pandas as pd
+
+def generate_report(customers, products, orders, order_items):
+    order_items["total_price"] = order_items["unit_price"] * order_items["quantity"]
+
+    total_products_sold = order_items["quantity"].sum()
+
+    popular = order_items.groupby("product_id")["quantity"].sum().idxmax()
+    most_popular = products.loc[products["product_id"] == popular, "name"].values[0]
+
+    orders_with_customers = order_items.merge(orders, on="order_id") \
+                                       .merge(customers, on="customer_id")
+    revenue_per_customer = orders_with_customers.groupby("name")["total_price"].sum().to_dict()
+
+    return {
+        "Total Products Sold": total_products_sold,
+        "Most Popular Product": most_popular,
+        "Revenue per Customer": revenue_per_customer
+    }
\ No newline at end of file
diff --git a/month2_minimart_analysis/python/utils.py b/month2_minimart_analysis/python/utils.py
index 7049a76..612c368 100644
--- a/month2_minimart_analysis/python/utils.py
+++ b/month2_minimart_analysis/python/utils.py
@@ -1 +1,33 @@
-# Utility functions for data conversion and filtering
+import pandas as pd
+import os
+
+# Get the absolute directory of this script
+BASE_DIR = os.path.dirname(os.path.abspath(__file__))
+
+def apply_discount(price_str, discount_pct):
+    try:
+        price = float(price_str)
+        return price * (1 - discount_pct / 100)
+    except:
+        return 0.0
+
+def load_csvs():
+    customers = pd.read_csv(os.path.join(BASE_DIR, "customers.csv"))
+    products = pd.read_csv(os.path.join(BASE_DIR, "products.csv"))
+    orders = pd.read_csv(os.path.join(BASE_DIR, "orders.csv"))
+    order_items = pd.read_csv(os.path.join(BASE_DIR, "order_items.csv"))
+    return customers, products, orders, order_items
+
+if __name__ == "__main__":
+    # Example order
+    new_order = {
+        "customer_id": 3,
+        "products": [
+            {"product_id": 2, "quantity": 5},
+            {"product_id": 5, "quantity": 3}
+        ]
+    }
+
+    for item in new_order["products"]:
+        if item["quantity"] > 4 or (item["product_id"] == 2 and item["quantity"] >= 3):
+            print(f"Large order alert: Product ID {item['product_id']} - Quantity {item['quantity']}")
diff --git a/month2_minimart_analysis/sql/Script-18.sql b/month2_minimart_analysis/sql/Script-18.sql
new file mode 100644
index 0000000..e69de29
diff --git a/month2_minimart_analysis/sql/Script-19.sql b/month2_minimart_analysis/sql/Script-19.sql
new file mode 100644
index 0000000..e69de29
diff --git a/month2_minimart_analysis/sql/Script-20.sql b/month2_minimart_analysis/sql/Script-20.sql
new file mode 100644
index 0000000..e69de29
diff --git a/month2_minimart_analysis/sql/Script-21.sql b/month2_minimart_analysis/sql/Script-21.sql
new file mode 100644
index 0000000..e69de29
diff --git a/month2_minimart_analysis/sql/Script-22.sql b/month2_minimart_analysis/sql/Script-22.sql
new file mode 100644
index 0000000..e69de29
diff --git a/month2_minimart_analysis/sql/Script-23.sql b/month2_minimart_analysis/sql/Script-23.sql
new file mode 100644
index 0000000..e69de29
diff --git a/month2_minimart_analysis/sql/Script-24.sql b/month2_minimart_analysis/sql/Script-24.sql
new file mode 100644
index 0000000..e69de29
diff --git a/month2_minimart_analysis/sql/Script-25.sql b/month2_minimart_analysis/sql/Script-25.sql
new file mode 100644
index 0000000..e69de29
diff --git a/month2_minimart_analysis/sql/Script-6.sql b/month2_minimart_analysis/sql/Script-6.sql
new file mode 100644
index 0000000..e69de29
diff --git a/month2_minimart_analysis/sql/create_tables.sql b/month2_minimart_analysis/sql/create_tables.sql
deleted file mode 100644
index 1411bac..0000000
--- a/month2_minimart_analysis/sql/create_tables.sql
+++ /dev/null
@@ -1 +0,0 @@
--- SQL script to create necessary tables
diff --git a/month2_minimart_analysis/sql/insert_data.sql b/month2_minimart_analysis/sql/insert_data.sql
deleted file mode 100644
index 97dc4da..0000000
--- a/month2_minimart_analysis/sql/insert_data.sql
+++ /dev/null
@@ -1 +0,0 @@
--- SQL script to insert sample data
diff --git a/month2_minimart_analysis/sql/queries.sql b/month2_minimart_analysis/sql/queries.sql
deleted file mode 100644
index 883d8ae..0000000
--- a/month2_minimart_analysis/sql/queries.sql
+++ /dev/null
@@ -1 +0,0 @@
--- SQL queries for retrieving insights