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Description
Multi-Domain Cloudflare Web Traffic, Performance and Security Observability Dataset contains multi-domain Cloudflare analytics exported into analysis-ready Parquet tables. The dataset combines HTTP request aggregates, traffic trends, performance signals, and security aggregates across 200 websites. Author Lightcap published the dataset on HuggingFace, with a last recorded update in May 2026.
Use Cases
Analyze hourly web traffic trends based on aggregated HTTP request logs.
Investigate website performance based on Web Vitals and Real User Monitoring (RUM) signals.
Assess security posture based on available firewall and security aggregates.
Break down user demographics based on country, device, and browser dimensions.
Optimize caching strategies based on cache behavior analytics.
Strengths
Covers 200 distinct websites, providing a multi-domain perspective.
Integrates multiple data facets including traffic, performance, DNS, cache, and security.
Data is exported into analysis-ready Parquet tables.
Limitations
Column-level documentation is absent; field semantics must be inferred after download.
Row count, file formats, and license information are unknown.
Freshness should be verified as the last update timestamp is from the future (2026-05 -01).
Provenance
Source
Cloudflare analytics exported from an unspecified collector.
Collection Method
Data was collected and combined from 200 websites, but the specific collection method is not detailed.
Time Range
null
Freshness
Last updated 2026-05-01 11:42:25; freshness should be verified.
Geography
null
License is unknown; users must verify permissions before use.