Switching between space and time: Spatio-temporal analysis with cubble with Sherry Zhang скачать в хорошем качестве

Switching between space and time: Spatio-temporal analysis with cubble with Sherry Zhang

Hi everyone! We are really excited to have Sherry Zhang as our guest speaker. Sherry Zhang is a current PhD student in the Department of Econometrics and Business Statistics at Monash University. Her research focuses on exploring multivariate and spatio-temporal data with visual and exploratory data analysis tools. This year, Sherry organises the Monash NUMBATs seminar, the bi-weekly meetup of the Monash Business Analytics Team. This is a hands-on session to work with some Australian weather station data. So get your R set up ready! You can find the slides here and follow along: https://sherryzhang-rladiesmelb2022.n... You can clone the repository from github: https://github.com/huizezhang-sherry/... Australia weather data have a spatial component given by the station coordinates and a temporal component that provides daily measures of precipitation, and maximum/ minimum temperature. We will use the package `sf` to work on the spatial side to generate some maps (bonus point if) and the package `tsibble` to conduct some exploratory data analysis on the temporal side. One way to communicate space and time information together is through a glyph map where temporal coordinates are transformed into space. We will create the glyph map with the ggplot geom: `geom_glyph()`. Lastly, we will experiment with a new data structure, cubble, to arrange spatio-temporal data. Thank you for tuning in! Check out our previous events and come and join us in the next one! R-Ladies Melbourne