Top Talks | Emily Riederer

Operationalizing Column-Name Contracts with dbtplyr

workflow

rmarkdown

rstats

An exploration of how data producers and consumers can use column names as interfaces, configuations, and code to improve data quality and discoverability. The second half of the talk demonstrates how to implement these ideas with my dbtplyr dbt package.

Causal Design Patterns

causal

An overview of basic research design patterns in causal inference, modern extensions, and data management strategies to set up a causal inference initiative for success

oRganization: Design patterns for internal packages

workflow

pkgdev

rstats

An overview of the unique design challenges and opportunities when building R packages for use inside of a single organization versus open-source. By using the jobs-to-be-done framework, this talk explores how internal packages can be better teammates by following specific design patterns for API design, testing, documentaiton, and more.

RMarkdown Driven Development

workflow

rmarkdown

rstats

How and why to refactor one time analyses in RMarkdown into sustainable data products