Alternative Data: Can technology make us less reliant on the government for macro-economic news?

Unlike private entities, governments can acquire information spanning entire populations, making them unique source of macro news. We use data on crude oil futures to show that recent advances in satellite imagery can reduce this reliance on the state. Our identification strategy exploits variation in local cloud cover over a handful of supply chai