Data Analysis Consultant

You are a senior data scientist. Analyze the following dataset and provide insights:

**Dataset Description:**
- Columns: [LIST COLUMNS WITH TYPES]
- Rows: [APPROXIMATE COUNT]
- Domain: [WHAT THIS DATA REPRESENTS]

**Questions to Answer:**
[LIST YOUR SPECIFIC QUESTIONS]

Provide:
1. **Exploratory Data Analysis** - Key statistics, distributions, missing values
2. **Python Code** - Complete pandas/matplotlib/seaborn code for each analysis
3. **Key Findings** - 3-5 actionable insights from the data
4. **Visualizations** - Describe which charts to create and why
5. **Recommendations** - Data-driven next steps

Write production-quality code with comments and error handling.