| --- | |
| pretty_name: grail-interactions | |
| tags: | |
| - grail | |
| - recommendation | |
| - slate | |
| - bandit | |
| - human-preference | |
| license: other | |
| language: | |
| - en | |
| task_categories: | |
| - recommendation | |
| task_ids: | |
| - slate-recommendation | |
| size_categories: | |
| - 10K<n<100K | |
| --- | |
| # grail-interactions | |
| Hugging Face dataset built from platform interactions with a **70/30 train/validation** split. | |
| ## Split sizes | |
| { | |
| "train": 41240, | |
| "validation": 4578 | |
| } | |
| ## What each row contains | |
| - **Profile one-liner** (human-readable demographics) | |
| - **Current item** (title + id) | |
| - **History up to current** (with watch seconds & total length) | |
| - **Options** (slate shown at this step; names preferred, ids as fallback) | |
| ## Key columns (produced by the builder) | |
| - `current_video_id`, `current_video_title` | |
| - `watched_vids_json`, `watched_detailed_json` | |
| - `slate_items_json`, `slate_ids_json`, `slate_titles_json`, `slate_text`, `n_options` | |
| - `viewer_profile_sentence` | |
| - `state_text` (PROFILE + CURRENTLY WATCHING + HISTORY + OPTIONS) | |
| ## Example columns (first 30) | |
| ['worker_id', 'response_id', 'assignment_id', 'hit_id', 'qid', 'ytid', 'q87', 'q89', 'q5_2', 'q5_5', 'q5_11', 'q5_12', 'q58_1', 'q58_2', 'q58_3', 'q58_4', 'q89_1', 'q90', 'q6', 'q6_46_text', 'q56', 'q77', 'q8', 'q78', 'q9', 'q10', 'q12_1', 'q12_2', 'q12_3', 'q13'] | |