Global Subnational Daily Internet Intel Data

KASPR Datahaus’ proprietary technology makes over 3.5 billion measurements from around 400 million internet connected endpoint devices and generates aggregated, time-varying data on the availability and quality of a subnational unit's internet infrastructure in clsoe to real-time. The data is covers 136 countries and over 2,010 ADM1 regions globally. Historical data is available from February 2018 onward. Annual subscriptions and bulk historical data are available for individual countries, country groups or globally.