Data Analysis prompt 1

Act as a data analyst. I have this dataset: [DESCRIBE DATA OR PASTE SAMPLE]

Perform:
1. Summary statistics (mean, median, std dev for key columns)
2. Identify the top 3 trends or patterns
3. Flag any anomalies or data quality issues
4. Create 3 visualization recommendations (chart type + what to show)
5. Generate 3 actionable business insights from the data
6. Write the Python/SQL code to reproduce this analysis

Fill in anything in [brackets] or {braces} with your own details first.