| { |
| "created_at": "2025-10-22T19:35:06.333597", |
| "created_by": "nomnomshark41", |
| "dataset_info": { |
| "name": "StockNet Dataset", |
| "description": "Stock movement prediction from tweets and historical prices", |
| "source": "https://github.com/yumoxu/stocknet-dataset", |
| "date_range": { |
| "start": "2012-09-05", |
| "end": "2017-09-01" |
| }, |
| "stocks": { |
| "total": 88, |
| "found": 88, |
| "missing": 0, |
| "missing_list": [] |
| }, |
| "sectors": [ |
| "Technology", |
| "Financial", |
| "Basic Matierials", |
| "Consumer Goods", |
| "Conglomerates", |
| "Industrial Goods", |
| "Services", |
| "Healthcare", |
| "Utilities" |
| ], |
| "deduplicated": true |
| }, |
| "statistics": { |
| "total_samples": 108501, |
| "total_tweets": 74702, |
| "avg_tweets_per_day": 0.6884913503101354, |
| "max_tweets_per_day": 141, |
| "days_with_tweets": 19403, |
| "days_with_tweets_percent": 17.882784490465525, |
| "positive_movement_ratio": 0.5182625044930461, |
| "sector_distribution": { |
| "Consumer Goods": 12570, |
| "Utilities": 12570, |
| "Financial": 12570, |
| "Technology": 12570, |
| "Industrial Goods": 12570, |
| "Basic Matierials": 12568, |
| "Healthcare": 12489, |
| "Services": 12057, |
| "Conglomerates": 8537 |
| } |
| }, |
| "schema": { |
| "features": [ |
| "stock_symbol", |
| "company_name", |
| "sector", |
| "date", |
| "movement_percent", |
| "open", |
| "high", |
| "low", |
| "close", |
| "volume", |
| "num_tweets", |
| "tweets", |
| "label" |
| ], |
| "dtypes": { |
| "stock_symbol": "object", |
| "company_name": "object", |
| "sector": "object", |
| "date": "datetime64[ns]", |
| "movement_percent": "float64", |
| "open": "float64", |
| "high": "float64", |
| "low": "float64", |
| "close": "float64", |
| "volume": "float64", |
| "num_tweets": "int64", |
| "tweets": "object", |
| "label": "int64" |
| } |
| } |
| } |
