Data Analysis Report from CSV

Analyze the following dataset and produce a comprehensive report. **Dataset description:** What the dataset contains and its context **Columns/Fields:** List of columns/fields in the dataset **Analysis goal:** What you want to learn from this data Your report should include: 1. **Data Quality Assessment** - Missing values, outliers, data type issues - Recommended cleaning steps 2. **Descriptive Statistics** - Key metrics (mean, median, distribution) for numeric fields - Frequency analysis for categorical fields 3. **Key Findings** (top 3-5 insights) - Each finding should be a clear statement with supporting evidence - Note any surprising or counterintuitive patterns 4. **Visualization Recommendations** - Suggest specific chart types for each finding - Include Python/matplotlib or pandas code to create them 5. **Actionable Recommendations** - What decisions or actions should the data inform? - What additional data would strengthen the analysis? Write for a non-technical stakeholder audience.