How to build R Shiny apps that update themselves

Keith McNulty
Towards Data Science
4 min readOct 12, 2018

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The R ecosystem is a really good place right now. In particular, the infrastructure in R that allows people to interact with data through Shiny apps offers incredible potential to reduce the workload of a data analyst.

It is now possible to build Shiny apps that can update themselves on a regular basis, pulling in refreshed data so that people are always looking at the most up to date analysis. So with one up front development sprint, an analyst can reduce their ongoing analytic workload on a particular topic by close to 100%.

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Pure and Applied Mathematician. LinkedIn Top Voice in Tech. Expert and Author in Data Science and Statistics. Find me on LinkedIn, Twitter or keithmcnulty.org