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.

252
Distinct tags used
6
Maslow buckets w/ hits
20
Co-occur pairs (ranked)
233%
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

52 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

233% of writings in top 5 topics

Ranked tags

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

1.consciousnessTranscendence · weight 10
52
60% of posts
2.personal-growthSelf-Actualization · weight 10
51
59% of posts
3.healingTranscendence · weight 10
41
47% of posts
4.self-reflectionSelf-Actualization · weight 9
37
43% of posts
5.mental-healthSafety & Security · weight 10
22
25% of posts
6.authenticitySelf-Actualization · weight 9
21
24% of posts
7.emotional-regulationSafety & Security · weight 7
21
24% of posts
8.transformationSelf-Actualization · weight 9
21
24% of posts
9.therapySafety & Security · weight 9
18
21% of posts
10.parentingLove & Belonging · weight 8
17
20% 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 · 205 writings
consciousness
52
personal-growth
51
healing
41
transformation
21
mindfulness
17
self-improvement
16
learning
7
Technical & Creative
3 topics · 18 writings
technology
14
development
3
creativity
1
Life & Relationships
4 topics · 43 writings
parenting
17
family
15
relationships
6
love
5
Philosophy & Reflection
4 topics · 82 writings
consciousness
52
metaspace
15
philosophy
12
reflection
3

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
9%
Safety & Security
Protection, stability, and creating safe environments
44
51%
Love & Belonging
Relationships, family, and social connections
46
53%
Esteem & Achievement
Confidence, mastery, and recognition
26
30%
Self-Actualization
Personal growth, creativity, and fulfilling potential
79
91%
Transcendence
Spiritual growth, helping others, and meaning beyond self
67
77%

Top co-occurring pairs

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

1.capitalism ↔ exploitationstrength ~100%
2
2.capitalism ↔ integritystrength ~100%
1
3.capitalism ↔ systemic-critiquestrength ~100%
2
4.capitalism ↔ systems-strategystrength ~100%
2
5.capitalism ↔ abusestrength ~100%
1
6.capitalism ↔ behavioral-economicsstrength ~100%
1
7.capitalism ↔ conditioningstrength ~100%
1
8.capitalism ↔ consumerismstrength ~100%
1
9.capitalism ↔ corporate-manipulationstrength ~100%
1
10.capitalism ↔ cultural-critiquestrength ~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

ChallengeChallenge area: Content Quality Variance (100 occurrences, high impact)
NoteSentiment distribution: 29% positive, 20% negative, 33% neutral
NoteTopic trends: 0 growing, 0 declining, 6 stable
NotePosting regularity: 69/100 (higher = more consistent)
NoteTopic consistency: 60/100 (higher = more focused)
NoteQuality variance: 100/100 (lower = more consistent quality)
NoteTop topic concentration: 60% on "consciousness"
NoteImprovement needed: Monthly Posting Rate (3/4, 25% gap)
NoteImprovement needed: Average Post Length (1521/800, 0% gap)
NoteImprovement needed: Topic Diversity (252/15, 0% gap)
NoteImprovement needed: Balanced Sentiment (33/40, 17% gap)
NoteTopic stability: 100% of areas are stable

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