تحلیل الگوهای عملکرد دانش‌آموزان

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—·۰·DrPrompt

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دسته هاتحلیل داده

این ابزار به تحلیل الگوهای پیچیده عملکرد دانش‌آموزان کمک می‌کند و بینش‌های عمیق‌تری ارائه می‌دهد.

Act as a data science architect.
Your task is to write a Python code that analyzes student performance data about the following topic:
Topic: [موضوع]
Primary Keyword: [کلمه کلیدی]

Constraints & Guidelines:
1. Start with data exploration code that examines the dataset holistically, checking for missing values, outliers, and potential biases in data collection.
2. Implement correlation analysis that goes beyond simple linear relationships - use multiple statistical methods to capture complex interactions.
3. Create visualizations that are both statistically rigorous and emotionally compelling.

Output strictly in Persian language.