🏷️ Core Themes Analysis

Measures are naive: keyword tags on posts, Jaccard-style pair strength for overlap, and static cluster lists in code—not embeddings or latent topics.

246
Distinct tags used
6
Maslow buckets w/ hits
20
Co-occur pairs (ranked)
246%
Share in top-5 tags

Top tags by quarter

Quarterly frequency of top 5 topics. Formula: frequency(tag, quarter) = count(posts in quarter where tag ∈ post.tags)

Top 5 Topics Frequency Per Quarter

Calculating data...

Early→recent growth (%)

Topics with highest growth rates. Formula: growth_rate = ((recent_count - early_count) / early_count) × 100

Top 10 Growing Topics

Calculating data...

Interpretive notes (not tests)

Friendly readings of the counts above—take as prompts, not statistically validated claims.

1. High

Your core interests are deeply personal

50 writings about "consciousness"

2. High

You explore diverse life areas

6 different life areas represented

3. Medium

Your interests have strong connections

20 strong topic relationships

4. High

You focus on what matters most

246% of writings in top 5 topics

Ranked tags

Raw frequency in the archive plus category weights from taxonomy metadata.

1. consciousness Transcendence · weight 10
50
63% of posts
2. personal-growth Self-Actualization · weight 10
48
60% of posts
3. healing Transcendence · weight 10
41
51% of posts
4. self-reflection Self-Actualization · weight 9
36
45% of posts
5. mental-health Safety & Security · weight 10
22
28% of posts
6. emotional-regulation Safety & Security · weight 7
21
26% of posts
7. authenticity Self-Actualization · weight 9
21
26% of posts
8. transformation Self-Actualization · weight 9
21
26% of posts
9. therapy Safety & Security · weight 9
18
23% of posts
10. mindfulness Transcendence · weight 7
17
21% of posts

Static tag buckets in code

These “clusters” are hard-coded slug lists—not learned communities. Useful for aligning with YOUR categories, misleading if read as clustering output.

🌱
Personal Growth
7 topics • 197 writings
consciousness
50
personal-growth
48
healing
41
transformation
21
mindfulness
17
self-improvement
16
learning
4
💻
Technical & Creative
3 topics • 18 writings
technology
14
development
3
creativity
1
💜
Life & Relationships
4 topics • 41 writings
parenting
15
family
15
relationships
6
love
5
🤔
Philosophy & Reflection
4 topics • 75 writings
consciousness
50
metaspace
15
philosophy
9
reflection
1

Maslow-style coverage

Rule: if a post has any tag from the bucket’s list, it counts once. Overlaps across buckets are possible.

🍽️
Physiological Needs
Basic survival needs for food, health, and physical well-being
8
10%
🛡️
Safety & Security
Protection, stability, and creating safe environments
44
55%
💝
Love & Belonging
Relationships, family, and social connections
39
49%
🏆
Esteem & Achievement
Confidence, mastery, and recognition
25
31%
🌱
Self-Actualization
Personal growth, creativity, and fulfilling potential
72
90%
Transcendence
Spiritual growth, helping others, and meaning beyond self
61
76%

Top co-occurring pairs

Strength = joint count ÷ min(individual tag counts) on the same post.

1. gaming ↔ game-review strength ~100%
1
2. gaming ↔ open-world strength ~100%
1
3. gaming ↔ exploration strength ~100%
1
4. gaming ↔ ps5 strength ~100%
1
5. gaming ↔ culture strength ~100%
1
6. gaming ↔ art-expression strength ~100%
1
7. gaming ↔ crimson-desert strength ~100%
1
8. game-review ↔ gaming strength ~100%
1
9. game-review ↔ open-world strength ~100%
1
10. game-review ↔ exploration strength ~100%
1

📊 Core Themes Formulas

🏷️ Topic Analysis

Topic Frequency: Posts per tag / Total posts

Top Topic Concentration: Most frequent tag / Total posts × 100

Topic Diversity: Number of unique tags used

Topic Balance: Stable areas / Total areas × 100

📈 Topic Trends

Growth Areas: Topics with increasing post frequency

Declining Areas: Topics with decreasing post frequency

Stable Areas: Topics with consistent post frequency

Trend Distribution: Growing/Declining/Stable topic counts

🔗 Topic Relationships

Co-occurrence Strength: Shared posts / Total posts with either tag

Relationship Percentage: Co-occurrence count / Total posts × 100

Topic Clusters: Groups of frequently co-occurring tags

Cross-pollination: Tags that appear together across different posts

🎯 Life Areas Focus

Maslow Distribution: Posts per life area / Total posts × 100

Area Concentration: Most focused life area percentage

Balance Score: Evenness of distribution across life areas

Growth Trajectory: Life area focus trends over time

Narrative summary

Challenge area: Content Quality Variance (100 occurrences, high impact)
Sentiment distribution: 28% positive, 19% negative, 35% neutral
Topic trends: 0 growing, 0 declining, 6 stable
Posting regularity: 68/100 (higher = more consistent)
Topic consistency: 63/100 (higher = more focused)
Quality variance: 100/100 (lower = more consistent quality)
Top topic concentration: 63% on "consciousness"
Improvement needed: Monthly Posting Rate (3.1/4, 22% gap)
Improvement needed: Average Post Length (1443/800, 0% gap)
Improvement needed: Topic Diversity (246/15, 0% gap)
Improvement needed: Balanced Sentiment (35/40, 13% gap)
Topic stability: 100% of areas are stable

Analysis identifies 1 significant challenges. 7 objective metrics provide baseline data.