This dataset contains per-visit Wi‑Fi Passpoint authentication records across a national access-point network, providing deterministic, carrier-attributed visit and dwell information. Each record links device and session attributes, traffic volumes and rates, radio performance metrics, and access-point plus venue metadata with latitude/longitude. Data is collected at authentication with user consent and PII hashed prior to delivery. Typical analyses include foot-traffic and same-store-sales nowcasting, competitive benchmarking, campaign attribution, wireless capacity planning, spatial mapping of visits and origin carriers, and anomaly detection for security or operations.

Key attributes include:

• Deterministic visit and session metadata with carrier attribution and dwell duration
• Device identity and type signals including hashed identifiers, make, OS hints, and client classification
• Network context and session counters such as SSID, VLAN/IPv4 context, and transmitted/received bytes and rates
• Radio performance measures including signal strength, signal-to-noise ratio, and radio band
• Venue and access-point geolocation and descriptive site metadata for mapping and proximity analysis

Retailers, investors, public agencies, and network operators gain reliable visit and dwell signals for nowcasting sales, measuring campaign lift, planning wireless capacity, and performing location-based analytics with carrier-level attribution and spatial context.