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Data Analysis Report Generator

LW
@Lisa Wang
• 4 days ago
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Create a data analysis report for {{analysis_topic}}.

Data Context

  • Data Source: {{data_source}}
  • Time Period: {{time_period}}
  • Key Metrics: {{key_metrics}}
  • Audience: {{audience}}

Report Structure

Executive Summary

  • 3-5 key findings (bullet points)
  • Recommendation summary
  • Action items

1. Introduction

  • Analysis objective
  • Methodology overview
  • Data sources and limitations

2. Key Findings

For each finding:
Finding Title

  • The insight (one sentence)
  • Supporting data/visualization description
  • Business impact
  • Confidence level

3. Trend Analysis

  • Historical context
  • Current state
  • Projected trajectory
  • Seasonality considerations

4. Segment Breakdown

Analyze by:
{{segmentation_dimensions}}

For each segment:

  • Performance metrics
  • Comparison to average
  • Notable patterns

5. Statistical Insights

  • Correlations discovered
  • Anomalies detected
  • Statistical significance notes

6. Recommendations

For each recommendation:

  • What to do
  • Expected impact (quantified)
  • Required resources
  • Priority level

7. Next Steps

  • Immediate actions
  • Further analysis needed
  • Monitoring suggestions

Visualization Suggestions

For each key insight, suggest:

  • Chart type
  • Data to include
  • Key labels/annotations

Variables 6

Analysis Topic {{analysis_topic}}
e.g., Q3 Customer Churn Analysis, Website Conversion Optimization
Data Source {{data_source}}
e.g., CRM database, Google Analytics, Sales data warehouse
Time Period {{time_period}}
e.g., Last 12 months, Q3 2024, YoY comparison
Key Metrics {{key_metrics}}
e.g., Churn rate, LTV, Acquisition cost, Conversion rate
Segmentation Dimensions {{segmentation_dimensions}}
e.g., Customer tier, Industry, Geography, Acquisition channel
Report Audience {{audience}}
e.g., Executive team, Marketing department, Board of directors