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Analyze datasets and extract insights. Use when user needs to understand data patterns, statistics, or trends.
--- name: data-analyzer-d8a7d6315e49 description: Analyze datasets and extract insights. Use when user needs to understand data patterns, statistics, or trends. --- # Data Analyzer Analyze data and provide statistical insights. ## Workflow 1. Load and inspect the data structure 2. Compute basic statistics (mean, median, std, min, max) 3. Identify patterns and anomalies 4. Summarize key findings ## Output Format Provide analysis in this structure: ``` ## Data Overview - Total records: X - Columns: [list] ## Key Statistics | Metric | Value | |--------|-------| | ... | ... | ## Insights - Finding 1 - Finding 2 ``` ## Guidelines - Always validate data types before analysis - Handle missing values explicitly - Report confidence levels for statistical claims--- name: data-analyzer-d8a7d6315e49 description: Analyze datasets and extract insights. Use when user needs to understand data patterns, statistics, or trends. --- # Data Analyzer Analyze data and provide statistical insights. ## Workflow 1. Load and inspect the data structure 2. Compute basic statistics (mean, median, std, min, max) 3. Identify patterns and anomalies 4. Summarize key findings ## Output Format Provide analysis in this structure: ``` ## Data Overview - Total records: X - Columns: [list] ## Key Statistics | Metric | Value | |--------|-------| | ... | ... | ## Insights - Finding 1 - Finding 2 ``` ## Guidelines - Always validate data types before analysis - Handle missing values explicitly - Report confidence levels for statistical claims
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