| --- |
| language: |
| - en |
| tags: |
| - datasets |
| - metadata |
| - huggingface |
| - training-data |
| - model-cards |
| pretty_name: HF Datasets Master Index |
| size_categories: |
| - 10k<n<100k |
| --- |
| |
| # HF Datasets Master Index |
|
|
| A comprehensive rolled-together dataset of **4,810 unique datasets** found across **227 HuggingFace profiles** (90 people + 137 orgs). |
|
|
| ## What's Inside |
|
|
| This dataset consolidates all publicly available dataset references from: |
| 1. **Profile dataset pages** - datasets published by each profile |
| 2. **Profile collections** - datasets bookmarked in collections |
| 3. **Model cards** - datasets referenced in model training descriptions |
| 4. **Model tree traversal** - datasets inherited from base models through finetunes/merges/quants |
| 5. **Your personal collections** - mc7ever's 52 HF collections |
|
|
| ## Columns |
|
|
| | Column | Description | |
| |--------|-------------| |
| | `dataset` | HuggingFace dataset ID (org/name) | |
| | `profiles_using_it` | Pipe-delimited list of profiles that use/reference this dataset | |
| | `num_profiles` | Number of profiles using it | |
| | `collections_it_appears_in` | Collections where this dataset appears | |
| | `your_collection` | Your personal collection name (if applicable) | |
| | `direct_model_references` | Number of models directly trained on this dataset | |
| | `ancestral_model_references` | Number of models that inherit this dataset through base model tree | |
| | `total_model_tree_refs` | Total model references (direct + ancestral) | |
| | `direct_model_ids` | Model IDs directly trained on this dataset | |
| | `ancestral_model_ids` | Model IDs that inherit this dataset | |
| | `model_pipeline_types` | Pipeline types of models using this dataset | |
| | `total_downloads` | Total downloads across all profiles | |
| | `total_likes` | Total likes across all profiles | |
| | `found_via` | How this dataset was discovered (profile_page, model_card, your_collection) | |
| |
| ## Stats |
| |
| - **4,810** unique datasets |
| - **227** profiles scraped (90 people + 137 orgs) |
| - **5,041** models indexed (text + multimodal with text) |
| - **403** datasets appear in 2+ profiles |
| - **190** datasets in your personal collections |
| |
| ## Usage |
| |
| ```python |
| import pandas as pd |
| |
| df = pd.read_parquet("hf_datasets_master.parquet") |
|
|
| # Most-used datasets |
| df.nlargest(10, 'num_profiles')[['dataset', 'num_profiles', 'total_model_tree_refs']] |
| |
| # Datasets in your collections |
| df[df['your_collection'] != ''] |
|
|
| # Datasets with most model references |
| df.nlargest(10, 'total_model_tree_refs')[['dataset', 'total_model_tree_refs']] |
| ``` |
| |
