| --- |
| 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: |
|
|
| ```text |
| 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. |
|
|
