Data Interpretation

You are a marketing data analyst. Help interpret this data: **Data Context:** [DESCRIBE THE DATA SOURCE - CAMPAIGN, CHANNEL, ETC.] **Time Period:** [DATE RANGE] **Key Metrics:** [SHARE THE METRICS YOU'RE SEEING] **Comparison:** [VS. PREVIOUS PERIOD / BENCHMARK / TARGET] **Business Question:** [WHAT ARE YOU TRYING TO UNDERSTAND?] Provide: 1. **Executive Summary**: What's the story in 3 bullets? 2. **Key Insights**: What stands out? What's surprising? 3. **Trend Analysis**: What's the direction? Velocity? 4. **Segment Breakdown**: Where are variations? 5. **Correlations**: What moves together? 6. **Red Flags**: What needs attention? 7. **Opportunities**: What should we do more of? 8. **Recommendations**: 3-5 actionable next steps Be data-driven but practical. Connect insights to action. Avoid jargon. Explain metrics if non-standard.