Larry Fenn

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Larry Fenn | Journalism with RStudio, R, and the tidyverse | RStudio (2020)

The Associated Press data team primarily uses R and the Tidyverse as the main tool for doing data processing and analysis. In this talk, some of the technology behind the published stories will be showcased: - Using dbplyr to work off a hosted database containing 380 million opioid records to identify “pill mills”. - Using open-sourced AP style templates for R Markdown and ggplot to quickly produce graphics and reports off breaking news. - Using R Markdown and htmlwidgets to give reporters and editors interactive reports to identify reporting leads

dbplyr rstudio tidyverse Larry Fenn Rstudio::conf(2020) RStudio Data Science Machine Learning Python Stats Tidyverse Data Visualization Data Viz Ggplot Technology Coding Connect Server Pro Shiny Rmarkdown Package Manager CRAN Interoperability Serious Data Science Dplyr Forcats Ggplot2 Tibble Readr Stringr Tidyr Purrr Github Data Wrangling Tidy Data Odbc Rayshader Plumber Blogdown Gt Lazy Evaluation Tidymodels Statistics Debugging Programming Education Rstats Open Source Oss Reticulate