Network Signal and Coverage Results

The dataset is provided by Umlaut, part of Accenture. This dataset includes passive data collection directly on end user smartphone devices from Umlaut's crowd sourcing. The global footprint contains common big data analytics approach applied worldwide. Observing passively activities on the smartphone and collecting 250+ KPIs. The umlaut SDK is integrated in 8000+ applications worldwide. The Footprint reached is typically around one in any 1,000 inhabitants. The dataset contains summarized view of Network Information Records (Coverage), collected whenever another app (e.g. Google Maps) actively and successfully requested GPS positioning data. The dataset is daily for the month of December, 2022.

View included:
- NETWORK_SIGNAL_COVERAGE_RESULT

Fields Included:
- RADIOMCC
- RADIOMNC
- RADIOBRAND
- RADIOGSMCELLID
- RADIOGSMLAC
- DEVICEMANUFACTURER
- DEVICENAME
- OSVERSION
- RADIONETWORKGENERATION
- DAY
- AVGSIGNALLEVEL
- SUMSIGNALLEVEL
- COUNTSIGNALLEVEL
- AVGQUALITYLEVEL
- SUMQUALITYLEVEL
- COUNTQUALITYLEVEL
- AVGSINRLEVEL
- SUMSINRLEVEL
- COUNTSINRLEVEL
- SIGNALLEVEL_EXCELLENT
- SIGNALLEVEL_GOOD
- SIGNALLEVEL_FAIR
- SIGNALLEVEL_POOR
- SIGNALLEVEL_BAD
- QUALITYLEVEL_EXCELLENT
- QUALITYLEVEL_GOOD
- QUALITYLEVEL_FAIR
- QUALITYLEVEL_POOR
- QUALITYLEVEL_BAD
- SINRLEVEL_EXCELLENT
- SINRLEVEL_GOOD
- SINRLEVEL_FAIR
- SINRLEVEL_POOR
- SINRLEVEL_BAD
- LATAVG
- LONAVG

Source: This data is sourced from Umlaut, part of Accenture Company (www.umlaut.com)

搜集汇总

背景与挑战

背景概述

该数据集由埃森哲旗下的Umlaut提供，通过全球众包被动收集智能手机数据，汇总了2022年12月每日的网络覆盖信息，当其他应用成功请求GPS定位时触发。它包含网络信号、质量、SINR等级以及设备和位置相关的关键性能指标字段。