The spread of COVID-19 causes a disruption in the production, demand, and supply chain of the economy. These necessitates the companies to new working environment and business operation which often reflected by company policies. Company websites are introduced as the new data source to measure the impact of COVID-19 on companies. Processing a large amount of company website data requires a big data framework and cloud computing processing. We are able to crawl data from around four million website pages which represent approximately fifty-three thousand companies in European Union. Also, we are able to build panel data with quarterly temporal resolution from the beginning until the new normal condition of COVID-19. The data from this research can be used for further analysis related to the impact of COVID-19 on companies."