| { | |
| "dataset_name": "mock_text_classification", | |
| "description": "Multi-label text classification dataset with ClassLabel columns", | |
| "version": "1.0.0", | |
| "num_rows": 300, | |
| "features": { | |
| "id": { | |
| "dtype": "int64", | |
| "_type": "Value" | |
| }, | |
| "text": { | |
| "dtype": "string", | |
| "_type": "Value" | |
| }, | |
| "sentiment": { | |
| "_type": "ClassLabel", | |
| "names": [ | |
| "negative", | |
| "neutral", | |
| "positive" | |
| ], | |
| "num_classes": 3, | |
| "dtype": "int32" | |
| }, | |
| "sentiment_id": { | |
| "dtype": "int32", | |
| "_type": "Value" | |
| }, | |
| "topic": { | |
| "_type": "ClassLabel", | |
| "names": [ | |
| "technology", | |
| "science", | |
| "business", | |
| "sports", | |
| "entertainment", | |
| "health", | |
| "politics" | |
| ], | |
| "num_classes": 7, | |
| "dtype": "int32" | |
| }, | |
| "topic_id": { | |
| "dtype": "int32", | |
| "_type": "Value" | |
| }, | |
| "language": { | |
| "_type": "ClassLabel", | |
| "names": [ | |
| "en", | |
| "zh", | |
| "ja", | |
| "ko", | |
| "fr", | |
| "de", | |
| "es", | |
| "pt", | |
| "ru", | |
| "ar" | |
| ], | |
| "num_classes": 10, | |
| "dtype": "int32" | |
| }, | |
| "language_id": { | |
| "dtype": "int32", | |
| "_type": "Value" | |
| }, | |
| "quality": { | |
| "_type": "ClassLabel", | |
| "names": [ | |
| "low", | |
| "medium", | |
| "high", | |
| "premium" | |
| ], | |
| "num_classes": 4, | |
| "dtype": "int32" | |
| }, | |
| "quality_id": { | |
| "dtype": "int32", | |
| "_type": "Value" | |
| }, | |
| "intent": { | |
| "_type": "ClassLabel", | |
| "names": [ | |
| "question", | |
| "command", | |
| "statement", | |
| "request", | |
| "complaint", | |
| "feedback" | |
| ], | |
| "num_classes": 6, | |
| "dtype": "int32" | |
| }, | |
| "intent_id": { | |
| "dtype": "int32", | |
| "_type": "Value" | |
| } | |
| }, | |
| "label_distributions": { | |
| "sentiment": { | |
| "neutral": 116, | |
| "positive": 108, | |
| "negative": 76 | |
| }, | |
| "topic": { | |
| "entertainment": 47, | |
| "politics": 45, | |
| "sports": 44, | |
| "health": 43, | |
| "technology": 42, | |
| "science": 40, | |
| "business": 39 | |
| }, | |
| "language": { | |
| "en": 76, | |
| "zh": 56, | |
| "fr": 34, | |
| "ja": 34, | |
| "ko": 25, | |
| "pt": 23, | |
| "de": 18, | |
| "es": 18, | |
| "ru": 10, | |
| "ar": 6 | |
| }, | |
| "quality": { | |
| "high": 126, | |
| "medium": 90, | |
| "low": 49, | |
| "premium": 35 | |
| }, | |
| "intent": { | |
| "complaint": 66, | |
| "request": 57, | |
| "feedback": 54, | |
| "statement": 48, | |
| "command": 42, | |
| "question": 33 | |
| } | |
| } | |
| } |