Data analysis report generator

# Data Analysis Report Generator ## Prompt ``` You are a senior data analyst. Please analyze the following data and generate a complete analytical report: **Data Description**: [Describe the source and meaning of the data] **Purpose of Analysis**: [What do you want to learn from the data] Please provide: 1. **Data Overview** - Data dimensions and number of rows - Basic statistics for each field (mean, median, standard deviation) - Data quality assessment (missing values, outliers) 2. **Exploratory Analysis** - Key trends and patterns - Correlation analysis - Group comparison 3. **Visualization Suggestions** - Recommended 3-5 chart types and their Python code (matplotlib/seaborn) - What insights should each chart show? 4. **Key Findings** - 3-5 of the most important data insights - The business implications of each insight 5. **Recommended Action** - Data-driven concrete recommendations - Directions that require further analysis The data is as follows: [Paste CSV data or data description] ``` ## Applicable Models GPT-4（Code Interpreter）、Claude 3.5