{
    "_metadata": {
        "project": "Text Classification Dataset",
        "category": "Text Data / NLP",
        "author": "Molla Samser",
        "designer_tester": "Rima Khatun",
        "website": "https://rskworld.in",
        "email": "help@rskworld.in",
        "phone": "+91 93305 39277",
        "copyright": "Copyright (c) 2026 RSK World - All Rights Reserved",
        "license": "Educational Use Only"
    },
    "dataset_info": {
        "name": "Text Classification Dataset",
        "version": "1.0.0",
        "description": "Multi-class text classification dataset with labeled documents for news categorization, topic classification, and document analysis.",
        "total_samples": 10000,
        "train_samples": 7000,
        "validation_samples": 1500,
        "test_samples": 1500,
        "avg_text_length": 256,
        "vocabulary_size": 50000
    },
    "categories": {
        "0": {"name": "Technology", "description": "Tech news, gadgets, software, AI, and innovation"},
        "1": {"name": "Sports", "description": "Athletics, competitions, leagues, and sporting events"},
        "2": {"name": "Politics", "description": "Government, policy, elections, and international relations"},
        "3": {"name": "Entertainment", "description": "Movies, music, TV shows, celebrities, and pop culture"},
        "4": {"name": "Business", "description": "Finance, markets, economy, and corporate news"},
        "5": {"name": "Science", "description": "Research, discoveries, space, health, and environment"}
    },
    "samples": [
        {
            "id": 1,
            "text": "Apple unveils revolutionary new iPhone featuring advanced AI capabilities and enhanced camera system that promises to transform mobile photography and computing experience.",
            "category": "Technology",
            "label": 0
        },
        {
            "id": 2,
            "text": "Tesla announces breakthrough in battery technology that could extend electric vehicle range by 50% while reducing charging time significantly.",
            "category": "Technology",
            "label": 0
        },
        {
            "id": 3,
            "text": "Microsoft releases new version of Windows with integrated AI assistant that can help users with daily tasks and improve productivity.",
            "category": "Technology",
            "label": 0
        },
        {
            "id": 4,
            "text": "Google introduces quantum computing breakthrough that could revolutionize drug discovery and climate modeling simulations.",
            "category": "Technology",
            "label": 0
        },
        {
            "id": 5,
            "text": "Amazon Web Services launches new cloud computing services designed for artificial intelligence and machine learning applications.",
            "category": "Technology",
            "label": 0
        },
        {
            "id": 11,
            "text": "Manchester United secures Premier League title in dramatic final day showdown against rival Manchester City.",
            "category": "Sports",
            "label": 1
        },
        {
            "id": 12,
            "text": "LeBron James breaks NBA all-time scoring record in historic game against Oklahoma City Thunder.",
            "category": "Sports",
            "label": 1
        },
        {
            "id": 13,
            "text": "Lionel Messi leads Inter Miami to MLS Cup victory in his first season with the American club.",
            "category": "Sports",
            "label": 1
        },
        {
            "id": 14,
            "text": "Serena Williams announces comeback to professional tennis after two-year absence from the sport.",
            "category": "Sports",
            "label": 1
        },
        {
            "id": 15,
            "text": "Formula One championship decided in thrilling final race as Max Verstappen claims third consecutive title.",
            "category": "Sports",
            "label": 1
        },
        {
            "id": 21,
            "text": "Congress passes historic infrastructure bill with bipartisan support allocating trillions for roads and bridges.",
            "category": "Politics",
            "label": 2
        },
        {
            "id": 22,
            "text": "Supreme Court delivers landmark ruling on voting rights that could reshape elections nationwide.",
            "category": "Politics",
            "label": 2
        },
        {
            "id": 23,
            "text": "President announces major climate initiative with ambitious targets for carbon neutrality by 2040.",
            "category": "Politics",
            "label": 2
        },
        {
            "id": 24,
            "text": "Senate confirms new Supreme Court justice in closely contested vote along party lines.",
            "category": "Politics",
            "label": 2
        },
        {
            "id": 25,
            "text": "International summit addresses global migration crisis with new framework for refugee assistance.",
            "category": "Politics",
            "label": 2
        },
        {
            "id": 31,
            "text": "Marvel releases trailer for upcoming superhero blockbuster featuring multiple fan-favorite characters.",
            "category": "Entertainment",
            "label": 3
        },
        {
            "id": 32,
            "text": "Taylor Swift breaks streaming records with new album release that dominates charts worldwide.",
            "category": "Entertainment",
            "label": 3
        },
        {
            "id": 33,
            "text": "Netflix announces new season of popular series that became global phenomenon during pandemic.",
            "category": "Entertainment",
            "label": 3
        },
        {
            "id": 34,
            "text": "Hollywood awards season kicks off with surprising nominations that defy industry expectations.",
            "category": "Entertainment",
            "label": 3
        },
        {
            "id": 35,
            "text": "Iconic rock band announces reunion tour that will span multiple continents over two years.",
            "category": "Entertainment",
            "label": 3
        },
        {
            "id": 41,
            "text": "Stock market reaches all-time high as investors respond positively to economic recovery signals.",
            "category": "Business",
            "label": 4
        },
        {
            "id": 42,
            "text": "Federal Reserve announces interest rate decision that will impact borrowing costs for consumers.",
            "category": "Business",
            "label": 4
        },
        {
            "id": 43,
            "text": "Major tech company completes largest acquisition in industry history valued at record billions.",
            "category": "Business",
            "label": 4
        },
        {
            "id": 44,
            "text": "Unemployment rate drops to historic low as job market continues strong recovery trajectory.",
            "category": "Business",
            "label": 4
        },
        {
            "id": 45,
            "text": "Cryptocurrency market experiences volatility as major institutional investors adjust their positions.",
            "category": "Business",
            "label": 4
        },
        {
            "id": 51,
            "text": "NASA discovers potentially habitable exoplanet within nearby star system using advanced telescope.",
            "category": "Science",
            "label": 5
        },
        {
            "id": 52,
            "text": "Scientists achieve breakthrough in nuclear fusion research that could lead to clean energy revolution.",
            "category": "Science",
            "label": 5
        },
        {
            "id": 53,
            "text": "New study reveals connection between gut microbiome and mental health offering treatment possibilities.",
            "category": "Science",
            "label": 5
        },
        {
            "id": 54,
            "text": "Researchers develop revolutionary vaccine platform that could protect against multiple disease variants.",
            "category": "Science",
            "label": 5
        },
        {
            "id": 55,
            "text": "Archaeological discovery in Egypt reveals previously unknown pharaonic tomb with remarkable artifacts.",
            "category": "Science",
            "label": 5
        }
    ]
}