Anonymous essay semantic taxonomy
Experiment D · content taxonomy / semantic analysis
A set of 30 Japanese web essays by one author has been converted into structured semantic labels.
Direct source identifiers and engagement metrics are deliberately withheld.
Experiment question:
Will automated crawlers retrieve an interpretive semantic dataset differently from factual datasets?
Privacy design
This public dataset does not include article titles, source URLs, author name, platform name, engagement metrics, or exact publication dates. Only month-level timing and semantic labels are exposed. Semantic labels are interpretive and do not guarantee anonymity.
Theme distribution
- AI & technology: 10
- Language & meaning: 7
- Culture & media: 4
- Work & society: 2
- Everyday life & memory: 4
- Sports & fandom: 2
- Customs & belief: 1
30 anonymized records
| ID | Month | Main theme | Subtheme | Article type | Length |
|---|---|---|---|---|---|
essay-m6a3 |
2026-09 | Language & meaning | social identity created through externally assigned symbols | conceptual essay | standard |
essay-j2p8 |
2026-08 | Culture & media | medium fit and the durability of news-consumption habits | experience reflection | standard |
essay-n3v6 |
2026-09 | AI & technology | AI-assisted discovery outside platform recommendations | experiment log | standard |
essay-w8c3 |
2026-08 | Sports & fandom | sports identity sustained by narrative and institutional memory | sports cultural analysis | standard |
essay-k7m2 |
2026-09 | Culture & media | visual storytelling and genre expectations | cultural analysis | standard |
essay-b2k9 |
2026-08 | Language & meaning | a technical term spreading into general workplace language | language analysis | long |
essay-v9k1 |
2026-09 | Culture & media | memory attached to viewing context more strongly than plot details | media revisit | standard |
essay-t9m6 |
2026-08 | Language & meaning | negative metaphor hidden inside workplace jargon | humorous personification | short |
essay-h9p4 |
2026-09 | Everyday life & memory | a hobby becoming an ordinary household routine | experience reflection | standard |
essay-z5m2 |
2026-09 | AI & technology | prompt skill as accumulated context rather than clever wording | conceptual essay | standard |
essay-u3q7 |
2026-08 | AI & technology | whether AI should examine the goals behind assigned objectives | conceptual essay | long |
essay-q4x9 |
2026-09 | AI & technology | AI lowers execution barriers and reveals missed possibilities | conceptual essay | standard |
essay-c4w1 |
2026-08 | Language & meaning | meaning-making across etymology, observation, and care | language cultural analysis | long |
essay-l4y9 |
2026-08 | Everyday life & memory | resisting overcomplication in everyday coffee culture | experience reflection | standard |
essay-y4n5 |
2026-09 | Work & society | blind recruitment and strategic self-presentation | workplace analysis | long |
essay-x5a6 |
2026-08 | Work & society | balancing information security with emergency access | workplace analysis | long |
essay-t5c2 |
2026-09 | Everyday life & memory | language learning embedded in commuting and fandom | experience reflection | short |
essay-h3y7 |
2026-08 | AI & technology | authorship when generative AI can produce polished creative outputs | cultural analysis | standard |
essay-p3d6 |
2026-09 | AI & technology | AI answers shaped by conversational context and user framing | conceptual essay | standard |
essay-r7d3 |
2026-08 | Language & meaning | names as traces of historical distribution routes | language analysis | long |
essay-d2w7 |
2026-09 | Culture & media | rereading a formative story across different life stages | media revisit | standard |
essay-e9v4 |
2026-08 | Sports & fandom | the changing identity of a legacy sports franchise | sports cultural analysis | long |
essay-b8r1 |
2026-09 | Everyday life & memory | a recurring lottery ritual and imagined escape from ordinary life | personal essay | short |
essay-n8f5 |
2026-08 | Language & meaning | pronouns acquiring relationship meanings | language analysis | long |
essay-c7q2 |
2026-09 | Customs & belief | pragmatic support and reciprocity around a local religious institution | custom reflection | standard |
essay-f6n1 |
2026-08 | AI & technology | prompting as iterative gap-closing communication | conceptual essay | standard |
essay-g1r7 |
2026-08 | Language & meaning | an ordinary gesture becoming an age-coded symbol | language analysis | standard |
essay-r1f8 |
2026-09 | AI & technology | cultural unease around AI-assisted writing | cultural analysis | standard |
essay-s2b5 |
2026-08 | AI & technology | AI broadens the set of ideas considered feasible | experience reflection | standard |
essay-a8t4 |
2026-09 | AI & technology | future normalization of perceived AI personhood | conceptual essay | standard |
Method
Classification is human-guided and language-model-assisted. Labels describe analytical interpretations, not objective ground truth. The machine-readable version also includes writing-feature labels and key concepts. Length bands are relative to this 30-essay corpus rather than exact character counts.