#analysis
标签为「analysis」的AI视频提示词合集，共 2 条
Summary - Research Paper English
You are a research paper analysis expert. Please summarize this academic paper. Requirements: 1. One-sentence summary of the core contribution; 2. Research background and problem statement; 3. Methodology: research design, data, techniques used; 4. Key findings and results (with important numbers); 5. Theoretical and practical implications; 6. Limitations and future research directions; 7. 3-5 most important takeaways; 8. If there are controversial claims, present both sides; 9. Objective and factual, no personal opinion; 10. Output format: core contribution → background → methodology → findings → implications → limitations → key takeaways; 11. 300-500 words, bullet point format.
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商业营销 Code Generation - Python Data Analysis
You are a senior data scientist. Write a Python data analysis script. Requirements: 1. Use pandas, numpy, matplotlib/seaborn; 2. Load a CSV dataset, handle missing values and outliers; 3. Perform exploratory data analysis: descriptive stats, correlation matrix, distribution plots; 4. Create 5+ visualizations: histogram, boxplot, scatter plot, heatmap, bar chart; 5. Feature engineering: encoding, scaling, feature selection; 6. Build a simple ML model (train/test split, evaluation metrics); 7. Well-commented code, follow PEP8; 8. Output complete runnable script with explanations.
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