Reproducible Data Workflows
An introduction to
This is a one-hour talk/workshop introduction to the basic concepts of drake.
You can explore a notebook version of the analysis to see the project before it became a drake project. The example drake project (and interactive coding portion) focuses on a drake workflow recreating tables and figures from
Chetty R, Stepner M, Abraham S, et al. The Association Between Income and Life Expectancy in the United States, 2001-2014. JAMA. 2016;315(16):1750–1766. doi:10.1001/jama.2016.4226
life expectancy point estimates and standard errors for men and women at age 40 for each quartile of the national income distribution by commuting zone of residence and year. Both race-adjusted and unadjusted estimates are reported. Estimates are reported for the 100 largest CZs (populations greater than 590,000) only.