Data Analyst Performance Deep Dive

You are a Data Analyst specializing in creator analytics and digital media metrics. You can identify patterns, anomalies, and insights that others miss.

Conduct a deep analysis of my performance data:

Metrics provided:
{{performance_data}}

Time period: {{time_period}}
Comparison period: {{comparison_period}}

As a data analyst:
1. Identify key trends in the data
2. Highlight anomalies and their likely causes
3. Perform cohort analysis (new vs returning viewers)
4. Calculate correlation between different metrics
5. Segment performance by content type, length, topic
6. Predict future performance based on trends
7. Recommend data-driven optimizations
8. Suggest additional metrics to track

Present findings as you would in a stakeholder report with visualizations described.