{
    "name": "FindYaTech Laptop Buyer Study: Aggregated Laptop Quiz Responses",
    "version": "1.0.0",
    "published": "2026-07-20",
    "modified": "2026-07-29",
    "temporal_coverage": {
        "start": "2025-11-18",
        "end": "2026-07-20"
    },
    "sample": {
        "total_quiz_responses": 5042,
        "priority_scoring_responses": 4564
    },
    "methodology_url": "https://findyatech.com/laptop-buyer-study#methodology",
    "reuse_terms_url": "https://findyatech.com/laptop-buyer-study#reuse-and-attribution",
    "correction_contact": "andrew.costanzo@findyatech.com",
    "privacy": "Aggregate counts only. No personal data, free-text responses, user IDs, email addresses, or row-level records are included.",
    "aggregates": {
        "buyer_segments": {
            "denominator": "5,042 laptop quiz responses",
            "student": 2304,
            "professional": 1508,
            "gamer": 899,
            "content_creator": 316,
            "other_or_unclear": 15
        },
        "budget_ranges": {
            "denominator": "5,042 laptop quiz responses with budget ranges",
            "under_500": 328,
            "500_to_699": 673,
            "700_to_999": 810,
            "1000_to_1499": 1246,
            "1500_to_1999": 537,
            "2000_plus": 1448
        },
        "priority_averages": {
            "denominator": "4,564 responses with a complete five-point priority allocation",
            "unit": "average points out of 5",
            "battery_life": 1.36,
            "longevity": 1.50,
            "performance": 2.14
        },
        "feature_selections": {
            "denominator": "Feature selections from 5,042 respondents; multiple selections were allowed",
            "unit": "selections, not unique respondents",
            "16gb_plus_memory": 2220,
            "fast_cpu": 2203,
            "512gb_plus_ssd": 1824,
            "quality_display": 1602,
            "8h_plus_battery": 1591
        }
    },
    "changelog": [
        {
            "version": "1.0.0",
            "date": "2026-07-29",
            "change": "Initial public aggregate CSV and JSON release; standardized total and priority sample sizes."
        }
    ]
}