nodos-map
Mapa semántico de las tesis de la UNAM
This is 1 of 120 launches in experimental utilities and interactive visualizers — see how it stacks up on momentum and crowding →
873 other launches read as similar to this one →
Details
- External ID
- 1396742762
- Source
- GITHUB
- Company
- —
- Product
- nodos-map
- Website domain
- nodosmap.com
- Launched
- Sept. 30, 2026
- Cohort
- —
- Upvotes
- 9
- Upvotes percentile
- 0.2180896543300354
- Tags
- cloudflare-workers, embeddings, hdbscan, mapa-semantico, tesis, unam, visualizacion-de-datos
- Fetched at
- Oct. 2, 2026, 1:02 a.m.
- Updated at
- Oct. 2, 2026, 1:02 a.m.
Enrichment
- Theme
- experimental utilities and interactive visualizers
- Vertical
- Education
- Function
- Search & retrieval
- Audience
- Prosumer
- AI stance
- AI feature
- Project type
- Hobby / open-source project
- Normalized one-liner
- semantic map for unam academic theses
- Manually corrected
- False
Could you build this?
Partial While the map visualization frontend and UI tokens are straightforward web tech, processing and semantically clustering the massive UNAM academic thesis repository requires robust NLP pipelines and data harvesting.
What it would actually take: Building this requires scraping and parsing tens of thousands of UNAM thesis PDFs, extracting text, and generating vector embeddings via models like Sentence-Transformers or OpenAI. Dimensionality reduction (UMAP/t-SNE) is then performed to project theses into 2D coordinates for rendering on an interactive canvas (using D3, PixiJS, or Mapbox). The primary challenge lies in handling dirty PDF text extraction, document clustering accuracy, and maintaining data updates from university repositories.
Competitors
Other products that read as similar to this one — 873 launches clear the similarity bar, closest 8 shown.
Attention rank: #646 of 874 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 335 days after the earliest competitor.
- correcao-cp1 · github · 2026-09-22 · 22 upvotes · similarity 0.57
- Temporal Context Map · hn · 2026-07-26 · 5 upvotes · similarity 0.56
- Asciimap · hn · 2026-03-31 · 10 upvotes · similarity 0.52
- SpatialSpeak-VLM · github · 2026-09-29 · 21 upvotes · similarity 0.52
- Mgrep · hn · 2025-11-20 · 6 upvotes · similarity 0.52
- Meon · hn · 2026-07-05 · 6 upvotes · similarity 0.51
- database · github · 2026-09-17 · 24 upvotes · similarity 0.49
- ExtractBench, an open-source schema extraction benchmark · hn · 2026-08-11 · 6 upvotes · similarity 0.49
Other launches for this product
- No other launches for this product.