Fireworks - LLlama-4-Scout - Iteration 6 Response

Status: Success

Time (seconds): 17.7072

Response Content:

Financial Analysis and Plan

Transaction History


  {% for transaction in transactions %}
  
  {% endfor %}

  

    
Date
    
Description
    
Amount
  

    
{{ transaction['Unnamed: 0'] }}
    
{{ transaction['Unnamed: 1'] }}
    
{{ transaction['Unnamed: 2'] }}
  

Income and Expenses

Income: ${{ income | round(2) }}
Expenses: ${{ expenses | round(2) }}
Savings: ${{ savings | round(2) }}

Expense Categories


  {% for category, total in categories.items() %}
  
  {% endfor %}

  

    
Category
    
Total
  

    
{{ category }}
    
${{ total | round(2) }}
  

Financial Recommendations

Based on your transaction history, we recommend:

  
Saving 20% of your income each month
  
Reducing expenses in the 'Credit Card' category
  
Considering a savings account with a higher interest rate


Investment Opportunities

We offer a variety of investment options, including:

  
High-yield savings accounts
  
Certificates of deposit (CDs)
  
Stocks and bonds


Contact us to learn more about our investment products and to speak with a financial advisor.



{% set transactions = [
  {'Unnamed: 0': '2025-01-23', 'Unnamed: 1': 'Insurance', 'Unnamed: 2': -1500},
  {'Unnamed: 0': '2025-01-23', 'Unnamed: 1': 'Cell Phone 1', 'Unnamed: 2': -260},
  {'Unnamed: 0': '2025-01-24', 'Unnamed: 1': 'Power Bill', 'Unnamed: 2': -320},
  {'Unnamed: 0': '2025-01-24', 'Unnamed: 1': 'Water Bill', 'Unnamed: 2': -85},
  {'Unnamed: 0': '2025-01-27', 'Unnamed: 1': 'Credit Card 2', 'Unnamed: 2': -4000},
  {'Unnamed: 0': '2025-01-27', 'Unnamed: 1': 'Interest Earned', 'Unnamed: 2': 0.55},
  {'Unnamed: 0': '2025-01-28', 'Unnamed: 1': 'Work Payment', 'Unnamed: 2': 10000},
  {'Unnamed: 0': '2025-01-28', 'Unnamed: 1': 'Church', 'Unnamed: 2': -1500},
  {'Unnamed: 0': '2025-01-28', 'Unnamed: 1': 'Gas Bill', 'Unnamed: 2': -200},
  {'Unnamed: 0': '2025-01-30', 'Unnamed: 1': 'Credit Card 1', 'Unnamed: 2': -11000},
  {'Unnamed: 0': '2025-01-31', 'Unnamed: 1': 'Work Payment', 'Unnamed: 2': 10000},
  {'Unnamed: 0': '2025-01-31', 'Unnamed: 1': 'Credit Card 2', 'Unnamed: 2': -5000}
] %}

{% set income = 0 %}
{% set expenses = 0 %}
{% set savings = 0 %}
{% set categories = {} %}

{% for transaction in transactions %}
  {% if transaction['Unnamed: 2'] > 0 %}
    {% set income = income + transaction['Unnamed: 2'] %}
  {% else %}
    {% set expenses = expenses + transaction['Unnamed: 2'] %}
    {% set category = transaction['Unnamed: 1'] %}
    {% if category in categories %}
      {% set categories[category] = categories[category] + transaction['Unnamed: 2'] %}
    {% else %}
      {% set categories[category] = transaction['Unnamed: 2'] %}
    {% endif %}
  {% endif %}
{% endfor %}

{% set savings = income + expenses %}


```