| # GratefulData - Comprehensive Grateful Dead Dataset Collection | |
| This repository contains a comprehensive collection of Grateful Dead related datasets, curated and organized for research, analysis, and AI training purposes. | |
| ## Repository Structure | |
| ### 📁 raw_data/csv_files/ | |
| Original CSV datasets containing: | |
| - **data_grateful_dead_metadata_simple.csv** - Basic show metadata and information | |
| - **data_jerry_garcia_interviews_with_transcripts.csv** - Jerry Garcia interviews with full transcripts | |
| - **data_jerrybase_songs_complete.csv** - Complete song database from JerryBase | |
| - **data_jgb_complete_metadata.csv** - Jerry Garcia Band complete metadata | |
| - **data_dead_net_ALL_photos_20250718_191600.csv** - Complete photo collection metadata | |
| - **data_dead_net_articles_20250718_154041.csv** - Dead.net articles | |
| - **data_dead_net_band_members_20250718_154041.csv** - Band member information | |
| - **data_dead_net_enhanced_articles_20250718_154629.csv** - Enhanced article content | |
| - **data_dead_net_photos_metadata_20250718_175213.csv** - Photo metadata | |
| - **deadcast_complete_metadata_*.csv** - Deadcast podcast series data | |
| ### 📁 processed_data/jsonl_files/ | |
| Processed datasets ready for ML training: | |
| - **gratefulgpt_comprehensive_dataset.jsonl** - Main training dataset | |
| - **gratefulgpt_train.jsonl** - Training split | |
| - **gratefulgpt_test.jsonl** - Test split | |
| - **axolotl_gratefulgpt_full.jsonl** - Axolotl-formatted training data | |
| - **gratefulgpt-archive_*.jsonl** - Archive.org sourced data | |
| ### 📁 cleaned_data/ | |
| Cleaned and preprocessed versions of the raw datasets with: | |
| - Data validation and quality checks | |
| - Consistent formatting | |
| - Duplicate removal | |
| - Missing value handling | |
| ### 📁 metadata/ | |
| Dataset analysis and statistics files | |
| ## Dataset Statistics | |
| - **Total Files**: 34 | |
| - **Successfully Processed**: 34 | |
| - **Coverage**: Multiple decades of Grateful Dead history | |
| - **Sources**: Dead.net, JerryBase, Archive.org, Deadcast, and more | |
| ## Usage | |
| ### Loading with Datasets Library | |
| ```python | |
| from datasets import load_dataset | |
| # Load the entire dataset | |
| dataset = load_dataset("jaysooner/gratefuldata") | |
| # Load specific files | |
| from huggingface_hub import hf_hub_download | |
| # Download a specific CSV file | |
| file_path = hf_hub_download( | |
| repo_id="jaysooner/gratefuldata", | |
| filename="raw_data/csv_files/data_grateful_dead_metadata_simple.csv", | |
| repo_type="dataset" | |
| ) | |
| import pandas as pd | |
| df = pd.read_csv(file_path) | |
| ``` | |
| ### Direct File Access | |
| All files are organized in folders and can be accessed directly via the Hugging Face Hub interface or programmatically. | |
| ## Data Sources | |
| - **Dead.net**: Official Grateful Dead website content | |
| - **JerryBase.com**: Comprehensive Jerry Garcia database | |
| - **Archive.org**: Digital archive materials | |
| - **Deadcast**: Podcast transcripts and metadata | |
| - **Community Collections**: Fan-contributed content | |
| ## License | |
| This dataset is released under CC-BY-4.0 license. Please attribute the original sources when using this data. | |
| ## Applications | |
| - Music information retrieval research | |
| - Natural language processing on music-related text | |
| - Historical analysis of the Grateful Dead | |
| - AI chatbot training (GratefulGPT) | |
| - Recommendation systems | |
| - Audio analysis correlation | |
| ## Contributing | |
| This dataset is part of the ongoing GratefulGPT project. For updates or contributions, please refer to the source repositories. | |
| ## Citation | |
| If you use this dataset in your research, please cite: | |
| ``` | |
| @dataset{gratefuldata2025, | |
| title={GratefulData: A Comprehensive Grateful Dead Dataset Collection}, | |
| author={GratefulGPT Project}, | |
| year={2025}, | |
| url={https://huggingface.co/datasets/jaysooner/gratefuldata} | |
| } | |
| ``` | |
| --- | |
| *"What a long, strange trip it's been..." - Grateful Dead* | |