class: center, middle, inverse, title-slide # Making plots to explore data using R ## Using wages data in the yowie package ###
Di Cook, Monash University ### NYC R Ladies - Aug 24/25, 2021
Slides:
https://dicook.org/files/NYC_RLadies/slides.html
https://github.com/dicook/NYC_RLadies/
--- ## About me Hi! I'm Di, which rhymes with .red[t].orange[i].yellow[e]-.green[d].blue[y].purple[e] -- <br>I'm a professor at Monash University in Melbourne, Australia -- <br>I've been working with R for a long time, and with S before that. It's hard to keep up with the changes. -- <br><br> If you feel comfortable, say hello in the chat and tell me about yourself --- # Motivation Hullman and Gelman (2021) [Designing for Interactive Exploratory Data Analysis Requires Theories of Graphical Inference](https://hdsr.mitpress.mit.edu/pub/w075glo6/release/2) - Interplay between exploratory data analysis (EDA) and confirmatory data analysis (CDA) - Concerns about lack of tools for testing findings in exploratory data analysis, particularly using graphics # What is EDA, IDA, MD, InfoVis? --- background-color: #FFF class: hide-count background-image: url('images/EDA-CDA/EDA-CDA.001.png') background-size: contain background-position: top left --- class: hide-count background-image: url('images/EDA-CDA/EDA-CDA.002.png') background-size: contain background-position: top left --- class: hide-count background-image: url('images/EDA-CDA/EDA-CDA.003.png') background-size: contain background-position: top left --- class: hide-count background-image: url('images/EDA-CDA/EDA-CDA.004.png') background-size: contain background-position: top left --- class: hide-count background-image: url('images/EDA-CDA/EDA-CDA.005.png') background-size: contain background-position: top left --- class: hide-count background-image: url('images/EDA-CDA/EDA-CDA.006.png') background-size: contain background-position: top left --- # Longitudinal study of wages in the USA Data is available in the `yowie` package. You can install it using; ``` remotes::install_github("numbats/yowie") ``` `yowie`: .aqua[Y]ears .aqua[O]f .aqua[W]ages to .aqua[I]nvestigate and .aqua[E]xplore > Let's get started by opening the [wages.R](https://dicook.org/files/NYC_RLadies/wages.R) file in RStudio --- class: center, middle # Thanks! Slides created via the R packages: [**xaringan**](https://github.com/yihui/xaringan)<br> [gadenbuie/xaringanthemer](https://github.com/gadenbuie/xaringanthemer) The chakra comes from [remark.js](https://remarkjs.com), [**knitr**](http://yihui.name/knitr), and [R Markdown](https://rmarkdown.rstudio.com).