Dataset opportunity
Geoarm — 事件流数据集机会
Geoarm 持有的海量事件流数据集，可用于预测和异常检测。
Score
67.6
Score (0–100) blends weighted dimensions — dataset rarity, training value, buyer demand, evidence strength and right-to-license. 70+ is deal-ready. See the scored dimensions below for the breakdown.Confidence
60%
Action
数据共享协议
The recommended deal structure for this dataset: Acquire (full buyout), License (paid usage rights), Data Sharing Agreement (controlled access, no transfer of ownership), Partnership (co-development) or Annotation Program (labeling). Chosen from data ownership, licensing complexity and accessibility.Market size (indicative estimate)
全球安全分析市场规模在 2025 年为 159.7 亿美元，预计从 2026 年到 2035 年的复合年增长率为 18.10%。
Lineage
How this lead was derived
The signal-first chain, end to end: recent external signals → qualified niche → resolved data-holder → site verification → scored opportunity. Every lead is explainable.
Profile
Dataset profile
Type
事件流数据集
Modality
时间序列
Sector
其他
Volume
大型
Freshness
实时
Rarity
中等
Accessibility
受限
Legal
主要为客户所有 — GDPR 敏感（PII 审查）
Buyer persona
量化基金和需求预测 AI 团队
Geoarm 持有一个宝贵的事件流数据集，该数据集源自其家庭和企业安全平台，结构化为物联网信号、事件日志和地理空间数据的时间序列。这些丰富、细粒度的数据已为预测应用做好准备，能够预测安全事件、硬件维护需求或用户行为模式。
全球安全分析市场在 2025 年的价值为159.7 亿美元，预计将以 18.10% 的复合年增长率增长，这凸显了对此类情报的巨大需求。 [6] 尽管存在访问复杂性——包括高度敏感的个人身份信息 (PII)、需要客户同意的客户拥有数据以及第三方硬件的碎片化——但这些真实世界安全模式的稀有性和预测准确性使其成为寻求在安全市场获得竞争优势的 AI 买家的高价值资产。⚠ 尽职调查（有价值的数据，可协商的访问权限）：数据涉及高度敏感的 PII 和家庭/企业安全模式；所有权主要基于客户，需要特定同意才能二次使用；数据分散在多个第三方硬件平台（Alarm.com、Resideo 等）上 · 公司：独立。
Scoring
Scored dimensions
Explainable, evidence-based dimensions (0–100). The radar shows the investment axes.
这些证据共同证明 Geoarm 拥有来自其安全和车辆监控系统网络的专有实时事件数据流。此安全警报和车辆诊断数据集是量化基金和构建高级预测模型的 AI 团队的宝贵资产。在预计每年增长超过 18% 的安全分析市场中，这些数据提供了预测消费者行为和运营趋势所需的真实信号。
See dimension details ↓- Dataset Specificity74
主导的“事件流”，行业其他，3 种特定类型
How sharply the data targets a specific, hard-to-substitute domain or task. Niche, well-defined data scores higher than generic. - Dataset Rarity58
专有领域数据（开放会降低稀有度）
How scarce and proprietary the data is. Unique domain data scores high; openly available data lowers it. - Dataset Volume70
6 个证据命中
Apparent scale of the data, inferred from the number of evidence hits and any explicit volume mentions. - Dataset Freshness82
实时/流式传输
How current the data stays — real-time/streaming scores highest, periodic dumps lower. - Training Value84
适用于预测
How useful the data is for the target AI use-case — its fit for model training or fine-tuning. - Buyer Demand85
AI 买家需求由高增长的安全分析市场驱动，该市场正以 18.10% 的复合年增长率扩张，因为公司积极寻求从专有安全数据中获得预测性洞察。[6]
How strongly AI builders and companies are likely to want this data, based on market signals. - Legal Accessibility28
开放/API 访问
How legally easy the data is to obtain and use — open/API access scores high; PII or regulated data scores low. - Acquisition Feasibility66
中等难度，独立
How realistic it is to actually obtain the data, given access difficulty and the holder's corporate structure. - Evidence Strength80
4 种证据类型，6 次命中
How solid the proof is that the company holds this data — diversity of evidence types and number of hits. - Right to License0
所有权=客户拥有，许可=GDPR 敏感
Whether the company can legally license the data out — based on ownership and licensing complexity. - Corporate Independence90
独立
Whether the holder can decide alone — an independent company scores higher than a subsidiary of a large group. - Data Orientation22
0 个数据需求信号（0 种类型）
How actively the company invests in data, measured by its data-appetite signals (hires, products, APIs…). - Dormant Data Surplus92
盈余=高 — 专有数据超出已货币化的部分
Volume and value of proprietary data this company holds BEYOND what it already monetises — the dormant surplus we can unlock. A company can sell some insights AND still sit on a far larger dormant asset. - ICP Audit100
✓ 理想目标 — Geoarm 是一个理想的目标；它是一家销售和监控 DIY 安全系统的中小企业，作为其核心运营服务的副产品生成专有的警报和传感器事件流，并且目前不销售这些数据或衍生情报。
- Deep Qualification90
⚠ 需要审查 — Geoarm 通过其监控服务成为数据持有者，但数据归客户所有，并且分散在 Alarm.com 和 Resideo 等第三方平台中。其转售明确受到其自身隐私政策及其平台合作伙伴隐私政策的限制，这些政策声明它们不销售客户数据。[数据归公司客户所有；许可受限]
Evidence
Dataset evidence & lineage
What the typed evidence proves the company holds — reframed for clarity and set against the market.
Downloads / exports
这些证据证实了用户下载和安装公司移动应用程序的用户群，为客户获取和数字参与提供了代理。
Event streams
该公司从实时安全警报和车辆诊断通知中生成高频时间序列数据，这是构建预测性事件预测模型的关键资产。
IoT / sensor data
Geoarm 监控着从灯到发电机的各种连接的物联网资产，创建了有价值的运营数据流，可用于异常检测。
Geospatial data
该数据集包含来自联网汽车和车队跟踪服务的地理位置数据，支持详细的出行分析和物流优化。
Marketplace
Dataset details
Detailed schema & sample available on access request.
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Coverage
Scanned sources
Deliverable
Premium dataset report
Geoarm Event Stream — a Large event stream dataset (Time Series modality) in the other domain. Primary AI use-case: Forecasting. Market signal: Global Security Analytics market size was calculated at $15.97 billion in 2025 and is predicted to grow at a CAGR of 18.10% from 2026 to 2035 (source: Precedence Research). [6]. Investment score 67.6/100 (confidence 0.6). Recommended action: Data Sharing Agreement.
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