Datasets:

PeytonT
/

paper_universe_interactive

pretty_name: Paper Universe Interactive Graph
viewer: true
tags:
  - datasets
  - graph
  - scientific-papers
  - arxiv
  - webgl
  - wasm
  - visualization
size_categories:
  - 10M<n<100M
configs:
  - config_name: papers_50k
    data_files:
      - split: train
        path: parquet/interactive/papers_50000.parquet
  - config_name: papers_200k
    data_files:
      - split: train
        path: parquet/interactive/papers_200000.parquet
  - config_name: papers_all
    data_files:
      - split: train
        path: parquet/interactive/papers_all.parquet
  - config_name: categories
    data_files:
      - split: train
        path: parquet/interactive/categories.parquet
  - config_name: years
    data_files:
      - split: train
        path: parquet/interactive/years.parquet

Paper Universe Interactive Graph

Small static-viewer payload for the Research Library paper universe.

This dataset is intentionally separate from PeytonT/paper_graph. It contains browser-friendly interactive assets needed by the static WebGL/WASM app. Parquet is the preferred payload format; JSON is retained as a compatibility fallback:

parquet/interactive/papers_50000.parquet
parquet/interactive/papers_200000.parquet
parquet/interactive/papers_all.parquet
parquet/interactive/categories.parquet
parquet/interactive/years.parquet
fallback JSON under interactive/
interactive/manifest.json
generated HTML viewers
PNG overview renders
lightweight build/progress manifests

It does not include full parquet graph splits, paper embeddings, full-text embeddings, KNN edges, topic nodes, or papers_all.json.

Selected paper views should compute nearest-neighbor context from the loaded interactive level in the browser. The full paper KNN parquet remains in PeytonT/paper_graph and is intentionally excluded from this lightweight static payload.

Size

parquet payload bytes: about 68.2 MiB
approximate total with JSON fallback and renders: 138 MiB
largest preferred payload: parquet/interactive/papers_all.parquet

Intended Use

Static app URL pattern:

https://huggingface.co/datasets/PeytonT/paper_universe_interactive/resolve/main/interactive/manifest.json

The static research_library app prefers the Parquet paths in interactive/manifest.json through DuckDB-WASM, caches them client-side, and uses WASM to normalize coordinate buffers before WebGL rendering. If Parquet loading is unavailable, it falls back to the JSON files.

Relationship To Full Dataset

Use PeytonT/paper_graph for the full research graph and embeddings. Use this dataset for fast static browser visualization.