{
  "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
    }
  }
}