📈 Intellectual Growth Analytics
Quantitative analysis of thinking style evolution, knowledge progression, and intellectual depth metrics over time. Data-driven insights into cognitive development patterns.
📈 Complexity and Intellectual Depth Evolution
Flesch reading ease score and intellectual depth metrics over time. Complexity formula: 206.835 - 1.015 × (words/sentences) - 84.6 × (syllables/words). Intellectual depth: Σ(intellectual_words + curiosity_words + wisdom_words) + word_count/50
Complexity and Intellectual Depth Over Time
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📊 Metrics Comparison by Period
Comparative analysis of writing metrics across Early, Middle, and Recent periods. Data shows mean values for word count, complexity, and intellectual depth.
Writing Metrics by Period
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📊 Statistical Analysis of Intellectual Growth
📊 Writing Metrics by Period
Quantitative comparison of writing characteristics across time periods. Metrics calculated using mean values for each period.
📈 Topics with Increasing Frequency
Topics showing positive growth rate. Formula: growth_rate = ((recent_count - early_count) / early_count) × 100
📉 Topics with Decreasing Frequency
Topics showing negative growth rate. Formula: growth_rate = ((recent_count - early_count) / early_count) × 100
📅 Topic Frequency Timeline by Quarter
Quarterly analysis of topic distribution and content metrics. Data shows post count, average word count, and complexity score per quarter.
Q1 2024
Q2 2024
Q3 2024
Q4 2024
Q2 2025
Q3 2025
Q4 2025
📊 Writing Maturity Metrics
Quantitative indicators of content maturity. Maturity score calculated as: (has_code × 2) + has_links + has_images + has_quotes + has_questions + has_examples + (word_count > 1000 ? 2 : 0) + (intellectual_depth > 10 ? 2 : 0)
📊 Intellectual Growth Formulas
🧠 Complexity Analysis
Writing Complexity Trend: Increasing/Decreasing/Stable over time
Content Depth: Average words per post
Technical Depth: Posts with code blocks / Total posts
Research Quality: Posts with external links / Total posts
📚 Knowledge Area Evolution
Topic Diversity: Number of distinct knowledge areas
Growth Trends: Growing/Declining/Stable topic areas
Focus Concentration: Top topic percentage of total posts
Exploration Depth: Average posts per knowledge area
🎓 Maturity Indicators
Long-form Content: Posts >1000 words / Total posts
Curiosity Level: Posts with questions / Total posts
Technical Integration: Code-containing posts / Total posts
Research Integration: Link-containing posts / Total posts
📈 Learning Trajectory
Quarterly Growth: Post count and word count per quarter
Topic Evolution: Category distribution over time periods
Depth Progression: Average post length trend
Complexity Progression: Technical content frequency trend
📈 Intellectual Growth Summary
Analysis identifies 1 significant challenges. 7 objective metrics provide baseline data.