This talk was given as part of JuliaCon2021.

Abstract:
In this talk, I illustrate a Julia workflow to study economic inequality and taxation in the United States. My workflow centers around Taxsim.jl which allows to answer a large number of research questions related to the US tax system. First, I import a widely used survey dataset to show how high and low before-tax incomes evolved since 1960. Next, using Taxsim.jl, I impute taxes paid to compare the evolution of after-tax incomes and to measure the redistributive effect of the tax system.

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