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The Cartography of Thought

A map of how topics connect, overlap, and bridge across 43,175 utterances — 1,844 nodes bound by 13,023 edges

1,844
total nodes
13,023
total edges
21
tag nodes
35
sub-tag nodes
176
concept nodes
1612
bridge concepts
tech / tech:ai_ml
strongest co-occurrence
one-liner
most connected (1336 edges)

Knowledge Galaxy

43,175 posts rendered as luminous particles in a 3D galaxy. Each nebula is a topic cluster — drag to orbit, scroll to zoom, double-click to fly through.

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Edge Types

Distribution of connection types in the knowledge graph.

Type Count Share Distribution
Bridge Link 12,372 95.0%
Co-occurrence 403 3.1%
Concept Link 210 1.6%
Hierarchy 35 0.3%
Temporal Proximity 3 0.0%

Node Types

Composition of the graph by node category.

Type Count Share Distribution
bridge 1,612 87.4%
concept 176 9.5%
sub-tag 35 1.9%
tag 21 1.1%

Co-Occurrence Affinities

Top 20 strongest co-occurrence pairs by Normalized Pointwise Mutual Information (NPMI). Higher NPMI indicates topics that appear together more than chance would predict.

# Pair NPMI Count Relative Strength
1 tech ↔ tech:ai_ml 0.772 1,274
2 political ↔ political:domestic 0.746 203
3 political ↔ political:international 0.715 160
4 philosophy ↔ philosophy:social_political 0.697 456
5 philosophy ↔ philosophy:continental 0.665 368
6 media ↔ media:film_tv 0.630 690
7 tech ↔ tech:programming 0.626 561
8 tech ↔ tech:consumer 0.616 522
9 philosophy ↔ philosophy:epistemology 0.607 233
10 sex-gender ↔ sex-gender:sexuality 0.601 224
11 race:intersectional ↔ race:structural_critique 0.598 7
12 tech:ai_ml ↔ tech:programming 0.546 266
13 race ↔ race:intersectional 0.537 43
14 political ↔ political:protest_activism 0.534 24
15 race ↔ race:structural_critique 0.528 38
16 media ↔ media:music 0.520 287
17 sex-gender ↔ sex-gender:romantic_dynamics 0.512 89
18 sex-gender ↔ sex-gender:queer_identity 0.509 86
19 reaction:emotive ↔ sex-gender 0.507 256
20 philosophy ↔ philosophy:ethics_morality 0.481 59

Bridge Concepts

Words that span 3 or more topic categories — the conceptual glue between otherwise separate domains. Sorted by breadth of connection.

good 21 categories · 1,703 posts
commentarycreativedaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendershitposttechunclassifiedurl-sharework
lmao 21 categories · 1,345 posts
commentarycreativedaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendershitposttechunclassifiedurl-sharework
yeah 21 categories · 1,079 posts
commentarycreativedaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendershitposttechunclassifiedurl-sharework
shit 21 categories · 1,033 posts
commentarycreativedaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendershitposttechunclassifiedurl-sharework
first 21 categories · 555 posts
commentarycreativedaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendershitposttechunclassifiedurl-sharework
using 21 categories · 542 posts
commentarycreativedaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendershitposttechunclassifiedurl-sharework
nice 21 categories · 503 posts
commentarycreativedaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendershitposttechunclassifiedurl-sharework
fuck 20 categories · 539 posts
commentarycreativedaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendershitposttechunclassifiedwork
cool 20 categories · 479 posts
commentarycreativedaily-lifefinancefoodmediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendershitposttechunclassifiedurl-sharework
many 20 categories · 444 posts
commentarydaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendershitposttechunclassifiedurl-sharework
last 20 categories · 385 posts
commentarycreativedaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendershitposttechunclassifiedwork
down 20 categories · 356 posts
commentarycreativedaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendershitposttechunclassifiedwork
sure 20 categories · 341 posts
commentarycreativedaily-lifefinancefoodmediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendershitposttechunclassifiedurl-sharework
real 20 categories · 335 posts
commentarycreativedaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendershitposttechunclassifiedwork
great 20 categories · 322 posts
commentarycreativedaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendershitposttechunclassifiedwork
doing 20 categories · 313 posts
commentarycreativedaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendershitposttechunclassifiedwork
think 19 categories · 575 posts
commentarydaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendershitposttechunclassifiedwork
since 19 categories · 431 posts
commentarydaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendertechunclassifiedurl-sharework
world 19 categories · 427 posts
commentarycreativedaily-lifefinancelanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendershitposttechunclassifiedwork
check 19 categories · 399 posts
commentarydaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendertechunclassifiedurl-sharework
thanks 19 categories · 385 posts
creativedaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendertechunclassifiedurl-sharework
cause 19 categories · 376 posts
commentarydaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendershitposttechunclassifiedwork
year 19 categories · 376 posts
commentarycreativedaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendertechunclassifiedwork
reading 19 categories · 349 posts
commentarycreativedaily-lifelanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendershitposttechunclassifiedurl-sharework
life 19 categories · 339 posts
commentarycreativedaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendertechunclassifiedwork
always 19 categories · 337 posts
commentarycreativedaily-lifefinancefoodmediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendershitposttechunclassifiedwork
dude 19 categories · 319 posts
commentarydaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendershitposttechunclassifiedwork
never 19 categories · 307 posts
commentarycreativedaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionshitposttechunclassifiedwork
instead 19 categories · 298 posts
commentarydaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendershitposttechunclassifiedwork
getting 19 categories · 282 posts
commentarydaily-lifefinancefoodlanguagemediameta-socialone-linerpersonalphilosophypoliticalquestionracereactionsex-gendershitposttechunclassifiedwork

Graph constructed from 43,175 posts across 21 primary tags and 35 sub-tags. Edges weighted by NPMI (Normalized Pointwise Mutual Information). Bridge concepts identified by cross-category frequency analysis. 3D galaxy powered by Three.js.