| March 2, 2021

World Bank Uses Speedtest Data to Analyze Internet Performance in Africa


Early last year, Ookla® joined the World Bank’s Development Data Partnership platform as part of our Ookla for Good initiative. Working with such talented, data-driven people focused on the public good is exciting and we have been thrilled to see proposed ideas quickly develop into full research projects. Niccolò Comini, a Consultant in the Chief Economist’s Office of the Infrastructure Vice Presidency at the World Bank, recently published one such project, “The Effect of COVID-19 Lockdown Measures on Internet Speed: An Empirical Analysis of 18 Countries in Africa.”

Taking into consideration the digital divide challenges faced by so many, the report highlights the importance of reliable internet access for all — not only during COVID-19, but also moving forward in a world increasingly reliant on internet connectivity for learning and economic success. The supporting research leveraged fixed and mobile broadband data from Speedtest Intelligence® for a period of 12 weeks, across the peak of the pandemic and implementation of “shelter in place” policies.

Key findings

  • Increase in internet usage – The COVID-19 pandemic and related lockdown measures have increased the amount of internet traffic around the world. Countries in Africa reflect this global trend, reporting higher data traffic during the months in which “stay at home” orders were established. However, this increase in traffic was not temporary; countries continue to reflect a surge in traffic compared to the pre-lockdown weeks.
  • Public and private sector reaction – As a consequence of higher internet usage, public and private stakeholders have promoted a wide range of measures to facilitate access to the internet. For instance, some regulators have enabled temporary spectrum bands to meet the increase in demand while private operators have offered more affordable data plans.
  • Internet speed is slow – On average, the data recorded by Ookla Speedtest® reported low mobile and fixed internet speeds across the 18 African countries surveyed. Speed was below 10 Mbps, considered the lower bound for a good quality broadband service, even before the onset of the pandemic. In contrast to what might be expected in OECD countries, mobile internet generally provides faster service than fixed.
  • Effect of the lockdown on internet speed was modest and temporary – Findings from the sample of 18 African countries indicate a negative effect of the lockdown on mobile (-17%) and fixed internet speeds (-5%), particularly in the first week of lockdown. Some countries also experienced a decline before the stay at home orders, suggesting that some activities shifted to remote connectivity before the official lockdown mandates. However, networks across the continent reacted well.
  • Public and private sector partnerships and cooperation was and remains critical for ensuring network resilience – The findings of this study demonstrate the resiliency of digital infrastructure in Africa and also highlight and reflect the benefits of partnership between public and private stakeholders to manage traffic surges. The development community should encourage and leverage these partnerships to achieve the ambitious objective of universal access to the internet.

Read the full World Bank report.

We are glad to work with organizations like the World Bank to provide data that can help improve the state of internet performance around the world. Learn more about Ookla for Good.

Ookla retains ownership of this article including all of the intellectual property rights, data, content graphs and analysis. This article may not be quoted, reproduced, distributed or published for any commercial purpose without prior consent. Members of the press and others using the findings in this article for non-commercial purposes are welcome to publicly share and link to report information with attribution to Ookla.

| October 6, 2020

Announcing Ookla Open Datasets

Our mission at Ookla® is to help make the internet better, faster and more accessible for everyone. For over 14 years, Speedtest has helped consumers ensure they’re getting what they pay for from their internet service provider (ISP) and mobile network operator. In turn, providers and operators use Speedtest Intelligence® data to monitor competitors and optimize their own networks for reliability and performance. We also make our data available on a complimentary basis to policy makers, humanitarian organizations, academic research institutions, journalists and consumers. Today we are launching Ookla Open Datasets under the Ookla for GoodTM program to make this critical data accessible to others who are trying to improve the state of networks worldwide.

While the world’s evolving internet infrastructure has improved our access to entertainment in the form of video streaming and competitive gaming, the global COVID-19 pandemic has highlighted the importance of the internet’s role in providing essential services and opportunities. Those with high-speed internet access are able to work safely, have access to more remote job opportunities, attend remote classes and seek basic healthcare — all from the safety and comfort of home. Both rural and economically depressed urban communities face challenges due to a lack of connectivity and often require government and nonprofit grants to become adequately “served.” We hope that Ookla Open Datasets will give consumers, journalists, regulators, local governments and other organizations the tools they need to bridge this digital divide.

About the datasets

Every month, people use Speedtest hundreds of millions of times to check the speed of their internet connections. In order to create a manageable dataset out of this vast amount of network performance data, we’ve aggregated raw Speedtest performance results into tiles. Using Web Mercator projection, the de facto standard for web mapping applications, the size of these data tiles varies depending on latitude, but tile sizes can be calculated in square meters. The average download speed, upload speed, and latency for each tile are provided. Data is partitioned based on whether the test was taken over a mobile (cellular) connection or a fixed (including Wi-Fi) connection, based on one quarter’s worth of tests. Results are then updated quarterly.

The Global Fixed Broadband and Mobile Network Maps dataset is available via the Registry of Open Data on AWS in Apache Parquet and Shapefile formats. Data scientists, GIS analysts, internet enthusiasts, researchers and policymakers may use this data free of charge under the Creative Commons license for non-commercial use.

Today’s release includes fixed and mobile performance tiles for Q1, Q2 and Q3 2020. Technical documentation and tutorials are available here. Our team is already using this data to build exciting tools and visualizations to help identify areas in need. For example, the below map of underserved areas near Oklahoma City, Oklahoma shows policymakers granular, detailed information about where network speeds need improvement.

Ookla_Oklahoma-City_download-speed-over-fixed-broadband_1020-1
We look forward to seeing how you use Ookla’s open data to help make the internet better, faster and more accessible for everyone. Please tag us if you share your projects on social media using the hashtag #OoklaForGood so we can geek out with you.

Ookla retains ownership of this article including all of the intellectual property rights, data, content graphs and analysis. This article may not be quoted, reproduced, distributed or published for any commercial purpose without prior consent. Members of the press and others using the findings in this article for non-commercial purposes are welcome to publicly share and link to report information with attribution to Ookla.