The raustats package provides structured access to all data and statistics available from the Australian Bureau of Statistics and Reserve Bank of Australia website, as well as draft access to the ABS.Stat - Beta data catalogue API.
To learn more about the raustats package, start with the vignettes:
browseVignettes(package = "raustats")