output_no_tune.txt

Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: Question: If there are 3 cars in the parking lot and 2 more cars arrive, how many cars are in the parking lot? Solution: def solution():
    cars_initial = 3
    cars_arrived = 2
    result = cars_initial + cars_arrived
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: Question: Leah had 32 chocolates and her sister had 42. If they ate 35, how many pieces do they have left in total? Solution: def solution():
    leah_chocolates = 32
    sister_chocolates = 42
    total_chocolates = leah_chocolates + sister_chocolates
    chocolates_eaten = 35
    result = total_chocolates - chocolates_eaten
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: 
Question: If you have 12 books in one box, and 15 in another box, how many books do you have in total? Solution: def solution():
    box1_books = 12
    box2_books = 15
    result = box1_books + box2_books
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: Question: If you have 12 books in one box, and 15 in another box, how many books do you have in total? Solution: def solution():
    box1_books = 12
    box2_books = 15
    result = box1_books + box2_books
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: Question: If you have 12 books in one box, and 15 in another box, how many books do you have in total? Solution: def solution():
    box1_books = 12
    box2_books = 15
    result = box1_books + box2_books
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: Question: If there are 12 cars in the parking lot and 15 more arrive, how many cars are in the parking lot? Solution:
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.

### Response: Question: Roger has 5 tennis balls. He buys 2 more cans of tennis balls. Each can has 3 tennis balls. How many tennis balls does he have now? Solution: def solution():
    #Roger started with 5 tennis balls
    tennis_balls = 5
    #2 cans of 3 tennis balls each is
    bought_balls = 2 * 3    
    #tennis balls. The answer is
    result = tennis_balls + bought_balls
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.

### Response: Question: The bakers at the Beverly Hills Bakery baked 200 loaves of bread on Monday morning. They sold 93 loaves in the morning and 39 loaves in the afternoon. A grocery store returned 6 unsold loaves. How many loaves of bread did they have left? Solution: def solution():
    #The bakers started with 200 loaves
    loaves_baked = 200
    #They sold 93 in the morning and 39 in the afternoon
    loaves_sold_morning=93
    loaves_sold_afternoon=39
    #The grocery store returned 6 loaves
    loaves_returned = 6
    #The answer is
    result = loaves_baked - loaves_sold_morning - loaves_sold_afternoon + loaves_returned
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.

### Response: Question: Olivia has $23. She bought five bagels for $3 each. How much money does she have left? Solution: def solution():
   #Olivia started with $23
    money_initial = 23
    #She bought 5 bagels
    bagels = 5
    #Each bagel cost $3
    bagel_cost = 3
    #5 bagels at $3 a bagel cost
    money_spent = bagels * bagel cost
    #The answer is
    result = money_initial - money_spent
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.

### Response: Question: A car starts at the bottom of a hill and drives 30 miles north and then drives 12 miles east. How far is it from its starting point? Solution: def solution():
    #The car starts at the bottom of the hill
    start = 0
    #Drives 30 miles north and then drives 12 miles east
    north = 30
    east = 12
    #Square root the answer because it is the hypotenuse
    sqrt = math.sqrt( (north - 0) **2 + (east - 0) **2 )
    #the answer is
    total = sqrt
    return total
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write code, without any comments, in the main function below to print the number of arguments passed by the
command line to the main function.
For example, if you run the program above with no arguments, the program's output is:
0
If you run the program for the sample above with two arguments, the program's output is:
2
The number of arguments passed should be an integer.

### Response: def main():
        #code here

#Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Use one or more for loops to print the following patterns:
     *
    ---
     **
    --*
    ----
     *****
    *.******
     *******\ \
   ***************

### Response: def pattern1():
    #code here
pattern2 def pattern2():
    #code here
pattern3 def pattern3():
    #
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: Question: If there are 3 cars in the parking lot and 2 more cars arrive, how many cars are in the parking lot? Solution: def solution():
    cars_initial = 3
    cars_arrived = 2
    result = cars_initial + cars_arrived
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: Question: Leah had 32 chocolates and her sister had 42. If they ate 35, how many pieces do they have left in total? Solution: def solution():
    leah_chocolates = 32
    sister_chocolates = 42
    total_chocolates = leah_chocolates + sister_chocolates
    chocolates_eaten = 35
    result = total_chocolates - chocolates_eaten
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: 40/45=5/6 Solution: def solution():
    number_initial_top = 40
    number_initial_bottom = 45
    result = number_initial_top / number_initial_bottom
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: Question: Leah had 32 chocolates and her sister had 42. If they ate 35, how many pieces do they have left in total? Solution: def solution():
    leah_chocolates = 32
    sister_chocolates = 42
    total_chocolates = leah_chocolates + sister_chocolates
    chocolates_eaten = 35
    result = total_chocolates - chocolates_eaten
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: Question: Leah had 32 chocolates and her sister had 42. If they ate 35, how many pieces do they have left in total? Solution: def solution():
    leah_chocolates = 32
    sister_chocolates = 42
    total_chocolates = leah_chocolates + sister_chocolates
    chocolates_eaten = 35
    result = total_chocolates - chocolates
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.

### Response: Question: Roger has 5 tennis balls. He buys 2 more cans of tennis balls. Each can has 3 tennis balls. How many tennis balls does he have now? Solution: def solution():
    #Roger started with 5 tennis balls
    tennis_balls = 5
    #2 cans of 3 tennis balls each is
    bought_balls = 2 * 3    
    #tennis balls. The answer is
    result = tennis_balls + bought_balls
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.

### Response: Question: The bakers at the Beverly Hills Bakery baked 200 loaves of bread on Monday morning. They sold 93 loaves in the morning and 39 loaves in the afternoon. A grocery store returned 6 unsold loaves. How many loaves of bread did they have left? Solution: def solution():
    #The bakers started with 200 loaves
    loaves_baked = 200
    #They sold 93 in the morning and 39 in the afternoon
    loaves_sold_morning=93
    loaves_sold_afternoon=39
    #The grocery store returned 6 loaves
    loaves_returned = 6
    #The answer is
    result = loaves_baked - loaves_sold_morning - loaves_sold_afternoon + loaves_returned
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.

### Response: Question: Olivia has $23. She bought five bagels for $3 each. How much money does she have left? Solution: def solution():
   #Olivia started with $23
    money_initial = 23
    #She bought 5 bagels
    bagels = 5
    #Each bagel cost $3
    bagel_cost = 3
    #5 bagels at $3 a bagel cost
    money_spent = bagels * bagel cost
    #The answer is
    result = money_initial - money_spent
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.

### Response: Question: You need to paint your kitchen. The paint costs $23/gallon. If a gallon of paint would cover 200 square feet, and you need to cover
### 1600 square feet, how much paint would you need? Solution: def solution():
    #You need to cover 1600 square feet of wall
    area = 1600
    #The paint costs $23/gallon.
    price_per_gallon = 23
    #The wall are would take up:
    gallons_needed = area/200
    #The answer is
    result = gallons_needed * price_per_gallon
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.

### Response: Question: If you make $400 per month, how much is that in a year? Solution: def solution():
    #If you make $400 per month
    monthly_income = 400
    #How much is that in a year?
    yearly_income = monthly_income*12
    #The answer is
    result = yearly_income
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.

### Response: Question: You are saving up to by a $200 video game. You have saved $
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: Question: If there are 3 cars in the parking lot and 2 more cars arrive, how many cars are in the parking lot? Solution: def solution():
    cars_initial = 3
    cars_arrived = 2
    result = cars_initial + cars_arrived
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: Question: Leah had 32 chocolates and her sister had 42. If they ate 35, how many pieces do they have left in total? Solution: def solution():
    leah_chocolates = 32
    sister_chocolates = 42
    total_chocolates = leah_chocolates + sister_chocolates
    chocolates_eaten = 35
    result = total_chocolates - chocolates_eaten
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response:  Question: The number of people in a class is increased by 41. If the new total is 121, how many people were in the class to start with? Solution: def solution():
    people_initial = 80
    people_added = 41
    result = people_initial + people_added
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: Question: If a person has $100 in their pocket, and they spend $37, how much money do they have left? Solution: def solution():
    money_initial = 100
    money_spent = 37
    result = money_initial - money_spent
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: Question: If there are 100 pieces of a puzzle and a person puts the puzzle together, how many pieces are still in the box? Solution: def solution():
    total_puzzle_pieces = 100
    pieces_used = 100
    result = total_puzzle_pieces - pieces_used
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: Question: If there are 50 people in a room and 43 more come into the room, how
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.

### Response: Question: Roger has 5 tennis balls. He buys 2 more cans of tennis balls. Each can has 3 tennis balls. How many tennis balls does he have now? Solution: def solution():
    #Roger started with 5 tennis balls
    tennis_balls = 5
    #2 cans of 3 tennis balls each is
    bought_balls = 2 * 3    
    #tennis balls. The answer is
    result = tennis_balls + bought_balls
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.

### Response: Question: The bakers at the Beverly Hills Bakery baked 200 loaves of bread on Monday morning. They sold 93 loaves in the morning and 39 loaves in the afternoon. A grocery store returned 6 unsold loaves. How many loaves of bread did they have left? Solution: def solution():
    #The bakers started with 200 loaves
    loaves_baked = 200
    #They sold 93 in the morning and 39 in the afternoon
    loaves_sold_morning=93
    loaves_sold_afternoon=39
    #The grocery store returned 6 loaves
    loaves_returned = 6
    #The answer is
    result = loaves_baked - loaves_sold_morning - loaves_sold_afternoon + loaves_returned
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.

### Response: Question: Olivia has $23. She bought five bagels for $3 each. How much money does she have left? Solution: def solution():
   #Olivia started with $23
    money_initial = 23
    #She bought 5 bagels
    bagels = 5
    #Each bagel cost $3
    bagel_cost = 3
    #5 bagels at $3 a bagel cost
    money_spent = bagels * bagel cost
    #The answer is
    result = money_initial - money_spent
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.

### Response: Question: If I make a deposit of $325 in my checking account today, and my starting balance of $1157.54, what will my new balance be? Solution: def solution():
    #the starting balance is $1157.54
    balance_original = 1157.54
    #the amount deposited into the bank was $325.00
    deposit_bank = 325.00
    #the answer is
    result = balance_original + deposit_bank
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

Below is an instruction that describes a task. Write a response that appropriately completes the request. Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.

### Response: Question: Sara has 3 marbles in a jar. When her little sister Emma gives her 5 marbles, the total number of marbles in the jar is 8. How many marbles does Sara have in the jar before her little sister add 5 marbles? Solution: def solution():
	#Sara had 3 marbles
	marbles_sara = 3
	#Emma added 5 marbles to the jar
	marbles_emma = 5
	#8 marbles is what's in the jar now
	marbles_jar = 8
    #The answer is
    result = marbles_jar - marbles_emma
	return result
Below is an instruction that describes a task. Write a response that
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: Question: If there are 3 cars in the parking lot and 2 more cars arrive, how many cars are in the parking lot? Solution: def solution():
    cars_initial = 3
    cars_arrived = 2
    result = cars_initial + cars_arrived
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: Question: Leah had 32 chocolates and her sister had 42. If they ate 35, how many pieces do they have left in total? Solution: def solution():
    leah_chocolates = 32
    sister_chocolates = 42
    total_chocolates = leah_chocolates + sister_chocolates
    chocolates_eaten = 35
    result = total_chocolates - chocolates_eaten
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response:  Question: If 46.4% of the students in a class are boys and 33.9% of them are girls, what is the gender of the remaining students? Solution: def solution():
    boys_percentage = 46.4
    girls_percentage = 33.9

    total_boys = boys_percentage/100 *100
    total_girls = girls_percentage/100 *100

    result = 100 - total_boys - total_girls

    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: Question: If 15 people are going to the theater and 10 people are going to the museum, how many people are going to the zoo? Solution: def solution():
    people_theater = 15
    people_museum = 10

    zoo_people = people_theater + people_museum

    return zoo_people
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: Question: The total number of cookies baked was 234. 95% were chocolate chip, 4% were sugar, and the rest were walnut. If there are more walnut cookies than sugar cookies, how many walnut cookies were baked? Solution: def solution():
    chocolate_chip_cookies = 234 * 95/100
    sugar_
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.

### Response: Question: Roger has 5 tennis balls. He buys 2 more cans of tennis balls. Each can has 3 tennis balls. How many tennis balls does he have now? Solution: def solution():
    #Roger started with 5 tennis balls
    tennis_balls = 5
    #2 cans of 3 tennis balls each is
    bought_balls = 2 * 3    
    #tennis balls. The answer is
    result = tennis_balls + bought_balls
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.

### Response: Question: The bakers at the Beverly Hills Bakery baked 200 loaves of bread on Monday morning. They sold 93 loaves in the morning and 39 loaves in the afternoon. A grocery store returned 6 unsold loaves. How many loaves of bread did they have left? Solution: def solution():
    #The bakers started with 200 loaves
    loaves_baked = 200
    #They sold 93 in the morning and 39 in the afternoon
    loaves_sold_morning=93
    loaves_sold_afternoon=39
    #The grocery store returned 6 loaves
    loaves_returned = 6
    #The answer is
    result = loaves_baked - loaves_sold_morning - loaves_sold_afternoon + loaves_returned
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.

### Response: Question: Olivia has $23. She bought five bagels for $3 each. How much money does she have left? Solution: def solution():
   #Olivia started with $23
    money_initial = 23
    #She bought 5 bagels
    bagels = 5
    #Each bagel cost $3
    bagel_cost = 3
    #5 bagels at $3 a bagel cost
    money_spent = bagels * bagel cost
    #The answer is
    result = money_initial - money_spent
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.

### Response: Question: Marissa needs to leave work early. Her car has a 14 gallon tank, she gets 35 miles per gallon, and her home is 55 miles away. She has 2 gallons of gas. How many gallons more does she need to get home? Solution: def solution():
    #Marissa needs x gallons more
    x = 2
    #She started with 2 gallons
    gallons_a = 2
    #Her car gets 35 miles on a gallon
    miles_per_gallon = 35
    #Her work is 55 miles away
    miles_to_work = 55
    #The answer is
    result = x*miles_per_gallon
    return result
\end{code}

I found that you can access the number of responses in one of the questions but I want the same data as when I use the following syntax:

\begin{code}
test_data = df.to_dict()

test_ans = test_data['python_task'][0]

print(test_ans == df['python_task'][0].iloc[0])
#prints True
\end{code}

Answer: I came up with the following solution, which I think is a bit ugly:

\begin{code}
q1_1 = test_data["python_task"][0].get("response")[0]
q1_2 = test_data["python_task"][1].get("response")[0]
...
\end{code}

I was wondering if there is an easier way to achieve the same behavior!

Answer: You can first flatten the key values and then select the response column from the
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: Question: If there are 3 cars in the parking lot and 2 more cars arrive, how many cars are in the parking lot? Solution: def solution():
    cars_initial = 3
    cars_arrived = 2
    result = cars_initial + cars_arrived
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: Question: Leah had 32 chocolates and her sister had 42. If they ate 35, how many pieces do they have left in total? Solution: def solution():
    leah_chocolates = 32
    sister_chocolates = 42
    total_chocolates = leah_chocolates + sister_chocolates
    chocolates_eaten = 35
    result = total_chocolates - chocolates_eaten
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: 32 chocolates
### Instruction:
Write a math word problem and Python code to solve the word problem.
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: Question: What is 50% of 80? Solution: def solution():
    x = 80
    y = x / 100 * 50
    return y
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: Question: How many pieces of chocolate does Leah have? Solution: def solution():
    leah_chocolates = 40
    return leah_chocolates
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: Question: How many pieces of chocolate does Leah have? Solution: def solution():
    leah_chocolates = 40
    return leah_chocolates
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code to solve the word problem.

### Response: Question: If my dog has 80 pieces of chocolate, how much does my sister's dog have? Solution: def solution():
    sister_dog_chocolates = 80
   
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.

### Response: Question: Roger has 5 tennis balls. He buys 2 more cans of tennis balls. Each can has 3 tennis balls. How many tennis balls does he have now? Solution: def solution():
    #Roger started with 5 tennis balls
    tennis_balls = 5
    #2 cans of 3 tennis balls each is
    bought_balls = 2 * 3    
    #tennis balls. The answer is
    result = tennis_balls + bought_balls
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.

### Response: Question: The bakers at the Beverly Hills Bakery baked 200 loaves of bread on Monday morning. They sold 93 loaves in the morning and 39 loaves in the afternoon. A grocery store returned 6 unsold loaves. How many loaves of bread did they have left? Solution: def solution():
    #The bakers started with 200 loaves
    loaves_baked = 200
    #They sold 93 in the morning and 39 in the afternoon
    loaves_sold_morning=93
    loaves_sold_afternoon=39
    #The grocery store returned 6 loaves
    loaves_returned = 6
    #The answer is
    result = loaves_baked - loaves_sold_morning - loaves_sold_afternoon + loaves_returned
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.

### Response: Question: Olivia has $23. She bought five bagels for $3 each. How much money does she have left? Solution: def solution():
   #Olivia started with $23
    money_initial = 23
    #She bought 5 bagels
    bagels = 5
    #Each bagel cost $3
    bagel_cost = 3
    #5 bagels at $3 a bagel cost
    money_spent = bagels * bagel cost
    #The answer is
    result = money_initial - money_spent
    return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.

### Response: Question: There are 7 girls on Beverly Hills Middle School's Volleyball team. Four girls are on the team on Monday. Two more joined the team on Tuesday. A third girl joined the team on Thursday. How many girls are on the volleyball team at the end of the week? Solution: def solution():
    #there are 7 girls on the team
    girls_on_team = 7
    #four girls are on the team on Monday
    girls_monday = 4
    #two more joined the team on Tuesday
    girls_tuesday = 6
    #so far on Thursday we have
    girls_now = girls_tuesday + girls_monday
    #one more girl joined which is
    more_girls = 1
    #so the answer is
    final_answer = girls_now + more_girls
    return final_answer
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.

### Response:Question: You have 4 friends and 10 dollars. Each time you buy an ice cream, the ice cream costs two dollars. What is the highest number of friends for whom you can get ice cream with $10? Solution: def solution():
   #You have 4 friends and $10
    friends = 4
    ice_cream_cost = 2
    #ice cream costs 2 dollars
    money = 10
    #each ice cream costs 2 dollars
    #if I buy ice cream I spend 2 dollars
    cost_of_