Dataset for "App-Based Performance Characterization of Cellular and Wi-Fi Networks in Dense Stadium Deployments"

OverviewThis dataset contains raw measurement supporting the paper: "App-Based Performance Characterization of Cellular and Wi-Fi Networks in Dense Stadium Deployments" (ACM WiNTECH '26). The data evaluates user-perceived Quality of Experience (QoE) across enterprise Wi-Fi and multi-carrier 4G/5G networks at Notre Dame Stadium. Dataset Structure & Captured ParametersThe compressed archive (data_raw.tar.gz) contains raw logs generated by: QualiPoc: Radio Parameters: PCI, eNB-ID (20-bit cell ID), DL/UL ARFCN, Bandwidth (MHz), RSRP (dBm), MCS, and BLER (%). Application QoE Metrics: Browsing Duration (s), Time To First Byte / TTFB (s), First-Second Throughput / FST (KB/s), WhatsApp Sending Duration (s), Instagram Posting Duration (s), and Ookla Speedtest DL/UL Throughput (Mbps) & Idle Latency (ms). Coordinates: Latitude and Longitude. SigCap: Wi-Fi Parameters: BSSID, Primary Channel Number (MHz), RSSI (dBm), and Channel Utilization (fraction 0–1 from BSS Load). Coordinates: Latitude and Longitude. Artifact Code RepositoryThe complete reproduction pipeline and analysis notebooks are hosted on GitHub: https://github.com/ndghoshlab/2026-wintech-stadium-app-perf-analysis How to Download & UseYou can download data_raw.tar.gz manually directly from this record or fetch and process it via the official GitHub artifact repository: git clone https://github.com/ndghoshlab/2026-wintech-stadium-app-perf-analysis.git cd 2026-wintech-stadium-app-perf-analysis python3 -m venv venv source venv/bin/activate pip install --upgrade pip pip install -r requirements.txt chmod +x download_data.sh run_quick.sh run_all.sh ./run_quick.sh # Run environment check ./run_all.sh # Execute full reproduction pipeline The download_data.sh script automatically fetches and extracts data_raw.tar.gz from this Zenodo DOI into the local repository layout. Paper CitationHardani Ismu Nabil, Muhammad I. Rochman, S.M. Haider Ali Shuvo, Joshua Roy Palathinkal, and Monisha Ghosh. 2026. App-Based Performance Characterization of Cellular and Wi-Fi Networks in Dense Stadium Deployments. In 20th ACM Workshop on Wireless Network Testbeds, Experimental evaluation & Characterization (WiNTECH ’26), October 26–30, 2026, Austin, TX, USA. ACM, New York, NY, USA, 8 pages. https://doi.org/10.1145/3831662.3844161 Funding & AcknowledgmentsThe authors would like to thank Mike Atkins and the Office of Information Technology at the University of Notre Dame for their operational support and assistance in this study. This research is supported by the National Science Foundation (NSF) under Grant Nos. CNS-2229387, 2346413, and 2132700.