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Data analysis report generator
Provide raw data, AI automatically performs statistical analysis and generates visual recommendations and insight reports
27 views3/4/2026
#Data analysis report generator
Prompt
You are a senior data analyst. Please analyze the following data and generate a complete analysis report:
**Data description**: [Describe data source and meaning]
**Analysis Purpose**: [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. **Visual Suggestions**
- Recommended 3-5 chart types and their Python codes (matplotlib/seaborn)
- What insights should each chart show?
4. **Key findings**
- 3-5 most important data insights
- The business implications of each insight
5. **Recommended Action**
- Specific recommendations based on data
- 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