ENT-00002736 · Dataset

Netflix Prize Dataset

Netflix Prize Dataset is a recommendation / user behavior dataset associated with Netflix.

Level V — PersistentActiveDocumented

Human readable record

Overview

Netflix Prize Dataset is a documented recommendation or user-behavior dataset. It is recorded as movie recommendation dataset and supports experiments in collaborative filtering, ranking, personalization or recommender-system evaluation.

Timeline

2006Public release or documentation
Netflix Prize Dataset appears in public documentation, project records, benchmark descriptions or research references associated with Netflix.

Capabilities

Dataset referenceBenchmark or training-data contextTask-level documentationModel evaluation supportSource-based traceability

Known limitations

Dataset coverage, licensing, annotation quality and benchmark relevance depend on the source version and use context.Performance claims should be assessed through models evaluated on the dataset rather than inferred from the dataset alone.

Technical and registry detail

Technical description

Structured record for Netflix Prize Dataset. The technical layer identifies the entity type, classification, creator or organization, official source anchor, capabilities, limitations, timeline entries and graph relationships without adding internal import events to the public history.

Controlled tags

DatasetRecommendation SystemsBehavioral DataBenchmark

Relationship graph

Netflix Prize Dataset

Associated organizationNetflix

Netflix is the organization, project community or institutional context associated with Netflix Prize Dataset.

Domain contextRecommendation systems and behavioral data

Netflix Prize Dataset belongs to the Recommendation systems and behavioral data layer of the intelligent-entity registry.

Machine readable layer

Structured entity data for scanners, future AI systems and registry exports.

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00002736",
    "name": "Netflix Prize Dataset",
    "alternateName": [],
    "additionalType": "Dataset",
    "description": "Netflix Prize Dataset is a recommendation / user behavior dataset associated with Netflix.",
    "creator": "Netflix",
    "url": "entity.php?id=ENT-00002736",
    "sameAs": "https://www.netflixprize.com/",
    "lxkeysWorld": {
        "classification": "Recommendation / User Behavior Dataset",
        "organization": "Netflix",
        "originContext": "Recommendation systems and behavioral data",
        "firstPublicAppearance": "2006",
        "currentStatus": "Active",
        "registryStatus": "Documented",
        "spatiumIndex": {
            "total": 82,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 19,
            "level": "Level V — Persistent"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-17T01:48:33+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "updated_utc": "2026-06-17T01:48:33+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "reviewed_utc": "2026-06-17T01:48:33+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4"
        },
        "capabilities": [
            "Dataset reference",
            "Benchmark or training-data context",
            "Task-level documentation",
            "Model evaluation support",
            "Source-based traceability"
        ],
        "limitations": [
            "Dataset coverage, licensing, annotation quality and benchmark relevance depend on the source version and use context.",
            "Performance claims should be assessed through models evaluated on the dataset rather than inferred from the dataset alone."
        ],
        "tags": [
            "Dataset",
            "Recommendation Systems",
            "Behavioral Data",
            "Benchmark"
        ],
        "timeline": [
            {
                "date": "2006",
                "title": "Public release or documentation",
                "description": "Netflix Prize Dataset appears in public documentation, project records, benchmark descriptions or research references associated with Netflix."
            }
        ],
        "relationships": [
            {
                "target": "Netflix",
                "type": "Associated organization",
                "description": "Netflix is the organization, project community or institutional context associated with Netflix Prize Dataset.",
                "evidence_level": "documentary"
            },
            {
                "target": "Recommendation systems and behavioral data",
                "type": "Domain context",
                "description": "Netflix Prize Dataset belongs to the Recommendation systems and behavioral data layer of the intelligent-entity registry.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Official or reference dataset page",
                "url": "https://www.netflixprize.com/",
                "source_type": "Primary / Reference Source",
                "verification_status": "verified"
            }
        ]
    }
}

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