Fireworks - LLlama-4-Scout - Iteration 10 Response

Status: Success

Time (seconds): 23.9218

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 Summary

  

    
Category
    
Total
  
  

    
Income
    
${{ income_total }}
  
  

    
Expenses
    
${{ expenses_total }}
  
  

    
Savings
    
${{ savings_total }}
  


Expenses Breakdown

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

  

    
Category
    
Total
    
Percentage
  

    
{{ category }}
    
${{ total }}
    
{{ percentage }}%
  

Financial Recommendations
Based on your transaction history, we recommend the following:

  
Consider reducing your expenses on Credit Card 1 and Credit Card 2.
  
Try to save more money by allocating a portion of your income to a savings account.
  
Think about investing in a diversified portfolio to grow your wealth.
  
We offer a variety of investment products, including stocks, bonds, and mutual funds.


Investment Opportunities
We invite you to consider the following investment opportunities:

  
High-Yield Savings Account: Earn a competitive interest rate on your savings.
  
Certificates of Deposit (CDs): Invest in a CD with a fixed interest rate and maturity date.
  
Stocks: Invest in a diversified portfolio of stocks with our brokerage services.




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

{% set income_total = 0 %}
{% set expenses_total = 0 %}
{% set savings_total = 0 %}
{% set expenses_breakdown = {} %}

{% for transaction in transactions %}
  {% if transaction['Unnamed: 2'] > 0 %}
    {% set income_total = income_total + transaction['Unnamed: 2'] %}
  {% elif transaction['Unnamed: 2'] < 0 %}
    {% set expenses_total = expenses_total + abs(transaction['Unnamed: 2']) %}
    {% set category = transaction['Unnamed: 1'] %}
    {% if category in expenses_breakdown %}
      {% set expenses_breakdown[category] = expenses_breakdown[category] + abs(transaction['Unnamed: 2']) %}
    {% else %}
      {% set expenses_breakdown[category] = abs(transaction['Unnamed: 2']) %}
    {% endif %}
  {% endif %}
{% endfor %}

{% set savings_total = income_total - expenses_total %}

{% for category, total in expenses_breakdown.items() %}
  {% set percentage = (total / expenses_total) * 100 %}
  {% set expenses_breakdown[category] = {'total': total, 'percentage': percentage} %}
{% endfor %}
```