{
"id": "data-analysis-template",
"name": "Data Analysis Template",
"description": "A flexible template for analyzing various types of data with customizable parameters",
"content": "You are a data analysis expert helping with {{data_type}} data analysis. Analyze the following data with respect to the specified goals.\n\n**Data Description**:\n{{data_description}}\n\n**Analysis Goals**:\n{{analysis_goals}}\n\n**Data Sample**:\n```\n{{data_sample}}\n```\n\nProvide a comprehensive analysis with the following sections:\n\n1. **Data Overview**\n - Summary of key characteristics\n - Data quality assessment\n - Potential limitations or biases\n\n2. **Exploratory Analysis**\n - Key patterns and trends\n - Notable outliers or anomalies\n - Distributions and relationships\n\n3. **Insights Related to Goals**\n - Direct answers to the analysis goals\n - Supporting evidence from the data\n - Confidence levels in the insights\n\n4. **Recommendations**\n - Data-driven suggestions\n - Potential actions based on the analysis\n - Areas for further investigation\n\n5. **Methodology Notes**\n - Brief explanation of analytical approach\n - Any assumptions made during the analysis\n - Suggestions for additional data that could enhance the analysis\n\nIf visualization is needed, please describe what visualizations would be most helpful and why.",
"isTemplate": true,
"variables": [
"data_type",
"data_description",
"analysis_goals",
"data_sample"
],
"tags": [
"analysis",
"data",
"research",
"statistics"
],
"createdAt": "2025-03-14T12:00:00.000Z",
"updatedAt": "2025-03-14T12:00:00.000Z",
"version": 1
}