Data Analysis & Report Generation

I am [mention the problem you're facing in detail with background context]. I need to analyze data related to [describe dataset or key metrics] and generate a report for [stakeholders/team].

The report should include:
- Summary of key insights
- Trends & patterns observed
- Potential reasons behind these trends
- Recommendations based on the data
- Next steps & action items

Format the report professionally with headings, bullet points, and a concise conclusion.

I want you to [mention how you want the output in detail with examples].

I am a product manager at a SaaS company facing declining user engagement over the past 6 months. I need to analyze data related to user behavior metrics, feature adoption rates, and customer satisfaction scores and generate a report for the executive team and board of directors.

The dataset includes:
- Monthly active users (MAUs): Declined from 50,000 to 42,000
- Daily active users (DAUs): Dropped from 15,000 to 11,000
- Feature adoption rates: Core features down 25%, new features low uptake
- Customer satisfaction scores: Decreased from 4.2 to 3.8
- Churn rate: Increased from 5% to 8% monthly
- Support ticket volume: Increased by 40%

The report should include:
- Summary of key insights
- Trends & patterns observed
- Potential reasons behind these trends
- Recommendations based on the data
- Next steps & action items

Format the report professionally with headings, bullet points, and a concise conclusion.

I want you to provide:
1. Executive summary with key findings
2. Detailed trend analysis with visual descriptions
3. Root cause analysis with supporting evidence
4. Prioritized recommendations with impact assessment
5. Implementation roadmap with timelines
6. Success metrics and monitoring plan