“Using text from 200 million pages of 13,000 US local newspapers and machine learning methods, we construct a 170-year-long measure of economic sentiment at the country and state levels, that expands existing measures in both the time series (by more than a century) and the cross-section… Interestingly, news coverage has become increasingly negative across all states in the past half-century.”

From NBER.