RCR Wireless
  • News
  • Channels
    • 5G
    • 6G
    • BSS OSS
    • Carriers
    • IoT
    • Network Infrastructure
    • Open RAN
    • Private 5G
    • Telco AI
    • Telco Cloud
    • Test & Measurement
  • Resources
    • Reports
    • Webinars
    • White papers
    • AI Fundamentals
    • Analyst Angle
    • Editorial Calendar
    • Fundamentals
      • 5G NR Release 17
      • AI
        • Telco AI in 2025
    • Podcasts
      • Let’s Get Digital with Carrie Charles
      • Wireless Connectivity to Enable Industry 4.0 for the Middleprise
      • Well Technically…
      • Will 5G Change the World
      • Accelerating Industry 4.0 Digitalization
  • AI Infrastructure
  • Programs
  • Events
  • RCRtv
  • Advertise
  • Subscribe
Saturday, July 25, 2026
RCR Wireless
  • News
  • Channels
    • 5G
    • 6G
    • BSS OSS
    • Carriers
    • IoT
    • Network Infrastructure
    • Open RAN
    • Private 5G
    • Telco AI
    • Telco Cloud
    • Test & Measurement
  • Resources
    • Reports
    • Webinars
    • White papers
    • AI Fundamentals
    • Analyst Angle
    • Editorial Calendar
    • Fundamentals
      • 5G NR Release 17
      • AI
        • Telco AI in 2025
    • Podcasts
      • Let’s Get Digital with Carrie Charles
      • Wireless Connectivity to Enable Industry 4.0 for the Middleprise
      • Well Technically…
      • Will 5G Change the World
      • Accelerating Industry 4.0 Digitalization
  • AI Infrastructure
  • Programs
  • Events
  • RCRtv
  • Advertise
  • Subscribe
Add RCR Wireless as a preferred source on Google
  • Qualcomm 6G Insights
  • Huawei Content Hub
  • Qualcomm – 6G Vision
  • OSS/BSS Channel
  • RCRTech Roundtable: AI Infrastructure
RCR Wireless
RCR Wireless
  • Advanced Mimo
  • Mobile mmWave
  • 5G Positioning
  • Green Networks
  • Metaverse
  • Automotive
  • Industrial and Wide-area IoT
Copyright 2021 - All Right Reserved
Home - umlaut analyzes network behavior changes as COVID-19 spreads
Big Data AnalyticsTest and Measurement

umlaut analyzes network behavior changes as COVID-19 spreads

by Kelly Hill March 25, 2020
written by Kelly Hill March 25, 2020 Share
LinkedinEmail
Share 0LinkedinEmail
Image: umlaut
160

There are significant decreases in mobility happening across Europe as COVID-19 spreads through the region, according to new data analysis from network benchmarking company umlaut.

umlaut, formerly P3, gathers its crowd-sourced data from devices that have apps which include its anonymized data collection working in the background. It is integrated with hundreds of Android apps installed on 200 million devices around the world.

In a newly available report on COVID-19 impacts to European metropolitan networks, the company examines data from Berlin, Germany; Madrid, Spain; and Milan, Italy. Its data on the distance that devices move each day in those cities shows the impact on device mobility of social distancing and government-ordered lockdowns. In particular, in Milan, which had the earliest lockdown in Europe, showed a steep decrease in the movement of devices and the people who carry them.

umlaut also offered up heat maps of user density and duration of stay across those three cities, comparing January 13 to March 16. All three cities saw a distinct drop in both categories, with Milan showing a particularly drastic fall-off in mobile activity.

Screen Shot 2020 03 25 at 11.54.29 AM

Image: umlaut. “A drastic shrinkage of the user density and duration of stay is obvious,” the company noted.

After the lockdown in the Lombardy region, umlaut said, device time spent indoors and Wi-Fi traffic increased dramatically. Indoor time was recognized in the data when a device registered as being near a Wi-Fi access point.

umlaut noted some variability across the different countries, which reflects the relative impact of COVID-19 at this point in the pandemic. Milan, in the hard-hit Lombardy of Italy, saw an abrupt “drastic shrinkage” in mobile device movement and the duration that people stayed in the city. That area was also the focus of some of the earliest shut-downs in Europe, with Milan subject to closings prior to the nationwide Italian lock-down on March 9. Comparatively, in the same March timeframe, Madrid, Spain, saw fewer visits from people and they didn’t stay as long in certain areas compared to January, but it was not as consistent across the entire city. Spain ordered its national lock-down on March 14. Meanwhile, in Berlin, changes between January and March were not as drastic, even thought the data from March 16 does show somewhat of a decrease in mobile device movement. Germany has not gone to a complete shut-down at this point but adopted strict social distancing guidelines on March 22.

“umlaut’s unprecedented number of data points gives us a unique view into how COVID-19 is impacting the globe,” said CEO Hakan Ekmen. “The data from Milan, Madrid and Berlin clearly demonstrate how certain government responses can change the way people respond to this crisis. It gives other countries the opportunity to make decisions ahead of the curve.”

umlaut is already beginning to look at network impacts in the U.S. as well, concluding that California has been seeing an increase in Wi-Fi time and traffic-share since March 14.

You Might Also Like
  • Real-world network emulation is critical for 5G deployments (Reader Forum)
  • Complexity, convergence, AI and the demand for trust are reshaping telecom testing
  • Test And Measurement Market Pulse Report
  • Anterix: ‘Terrific’ results from NTN testing with Lynk Global
  • Opensignal on fixed broadband: Cable upload speeds jump, FWA improves
  • Agentic AI meets intent-based networking: A new era of network automation
Share 0 LinkedinEmail
Kelly Hill

Kelly Hill reports on network test and measurement, AI infrastructure and regulatory issues, including spectrum, for RCR Wireless News. She began covering the wireless industry in 2005, focusing on carriers and MVNOs, then took a few years’ hiatus and returned to RCR Wireless News to write about heterogeneous networks (remember those?) and network infrastructure. Kelly is an Ohio native with a masters degree in journalism from the University of California, Berkeley, where she focused on science writing and multimedia. She has written for the San Francisco Chronicle, The Oregonian and The Canton Repository. She lives in northern Virginia, not far from Data Center Alley.

previous post
PNNL highlights use of deep learning to reduce energy use in buildings
next post
Keysight Poster: 5G NR – Your Getting Started Guide

White Papers

  • Norton eBook: The 2026 Telco Playbook

  • Enea White Paper: Why Intelligent AAA is the Swiss Army Knife of Telecom

  • CSG White Paper: Telco AI Enabler: Mediation’s Defining Role

  • Enea White Paper: Scalable Database Design for 5G and Beyond

  • Supermicro and NVIDIA Whitepaper: Powering sovereign AI at scale

Editorial Reports

  • Market Pulse Report: Telco AI in 2026 – Trends, Challenges and Opportunities

  • Nvidia Report: The State of AI in Telecommunications: 2026 Trends

  • Report: Scaling Optical Networks For The Hyperscale And AI Era

Webinars

  • Webinar: Building 6G — aligning technology, policy and purpose

  • SIMCom Webinar: Scaling your next deployment – from plastic to provisioning

  • Webinar: Rethinking the RAN as AI, cloud and openness converge

  • Webinar: Scale-Up, Scale-Out, Scale-Across – Building AI-Era Network Fabrics

  • Webinar: NTN in motion – evolving standards, expanding services

Since 1982, RCR Wireless News has been providing wireless and mobile industry news, insights, and analysis to mobile and wireless industry professionals, decision makers, policy makers, analysts and investors.

Facebook Twitter Youtube Linkedin Envelope Rss

Useful Links

  • Subscribe
  • About RCR Wireless News
  • Contact Us
  • Advertise
  • Editorial Calendar
  • Archive
  • RSS
  • Wireless News Archive
  • Subscribe
  • About RCR Wireless News
  • Contact Us
  • Advertise
  • Editorial Calendar
  • Archive
  • RSS
  • Wireless News Archive

Edtior's Picks

AT&T says its network is already built for the agentic AI wave
AT&T and Ericsson use network sensing to spot drones with ordinary 5G towers
Huawei sees Mobile AI driving new wave of uplink network investment

Latest Articles

AT&T says its network is already built for the agentic AI wave
AT&T and Ericsson use network sensing to spot drones with ordinary 5G towers
Huawei sees Mobile AI driving new wave of uplink network investment
Spectrum supercycle – US opens floodgates; UK shares it out

© 2026 RCR Wireless News All Right Reserved. Developed by Eight Hats.

Cookie Policy | Privacy Policy

RCR Wireless
  • News
  • Channels
    • 5G
    • 6G
    • BSS OSS
    • Carriers
    • IoT
    • Network Infrastructure
    • Open RAN
    • Private 5G
    • Telco AI
    • Telco Cloud
    • Test & Measurement
  • Resources
    • Reports
    • Webinars
    • White papers
    • AI Fundamentals
    • Analyst Angle
    • Editorial Calendar
    • Fundamentals
      • 5G NR Release 17
      • AI
        • Telco AI in 2025
    • Podcasts
      • Let’s Get Digital with Carrie Charles
      • Wireless Connectivity to Enable Industry 4.0 for the Middleprise
      • Well Technically…
      • Will 5G Change the World
      • Accelerating Industry 4.0 Digitalization
  • AI Infrastructure
  • Programs
  • Events
  • RCRtv
  • Advertise
  • Subscribe
RCR Wireless
  • News
  • Channels
    • 5G
    • 6G
    • BSS OSS
    • Carriers
    • IoT
    • Network Infrastructure
    • Open RAN
    • Private 5G
    • Telco AI
    • Telco Cloud
    • Test & Measurement
  • Resources
    • Reports
    • Webinars
    • White papers
    • AI Fundamentals
    • Analyst Angle
    • Editorial Calendar
    • Fundamentals
      • 5G NR Release 17
      • AI
        • Telco AI in 2025
    • Podcasts
      • Let’s Get Digital with Carrie Charles
      • Wireless Connectivity to Enable Industry 4.0 for the Middleprise
      • Well Technically…
      • Will 5G Change the World
      • Accelerating Industry 4.0 Digitalization
  • AI Infrastructure
  • Programs
  • Events
  • RCRtv
  • Advertise
  • Subscribe
@2020 - All Right Reserved. Designed and Developed by PenciDesign