Analyze the provided dataset and write a comprehensive report covering the following:

• Data cleaning and preprocessing steps
• Descriptive statistics of key variables
• At least two visualizations with interpretation
• Statistical findings and conclusions

Submit your report as a PDF or Word document. Include all code used in an appendix.