best data visualization tools nytimes upshot

The Penn World Table is the best single source of basic macroeconomic data presented on a comparable basis (““PPP adjusted”) for most countries. We read the whole thing from their spreadsheet link. Annual macroeconomic data for most countries, 1980 to 5-10 years in the future. The IMF’s World Economic Outlook comes out twice a year. The latter gives us doubly indexed dataframes, with observations indexed by year and country. You can download the whole thing as a large csv or (our preference) use the Pandas tool. Annual data on the economic and social environments of a broad range of countries. One thing to keep in mind: it’s a mess if you mix data with different “frequencies” (monthly, quarterly, annual). Comes with online graphing tools, Excel plug-in, etc. Large collection of easy-to-use time series data from the St Louis Fed.

Of our favorites we use most of them in class. There’s an enormous amount of public data available online: data aboutĬountries, about markets, about individuals, and about companies. Data Bootcamp: Data sources & applications Data + Python NYU Stern View on GitHub Data Bootcamp: Data sources & applications Data Bootcamp: Data sources & applications | NYU-Data-Bootcamp Skip to the content.

Best data visualization tools nytimes upshot