US LayoffsThe layoff data in this data set is much smaller (we estimate it's a 10% sample of actual unemployment), but it comes from public notices filed by employers. It's currently not possible (as far as we know) to get this data in one place at a company and regional level for large companies. Unemployment data is only published once a month in aggregate, making it harder to understand what's happening locally or which employers are the largest contributors (even though you can get breakdowns by industry / sector). The company notices are filed before or immediately when layoffs occur, whereas unemployment data may not be available for up to 8 weeks after the actual unemployment takes place. Some states update their websites every week or even every day with the most recent data, which is a leading indicator of what's going to happen. There is free data until April 30, 2020, and premium data feed.