Jeffrey Breen (the man behind the Twitter airline sentiment analysis example) recently posted a collection of slides with some great tips for accessing data from R. "Tapping the Data Deluge" includes information on:

Many thanks to Jeffrey for preparing and sharing this useful information. I've embedded the slides below, and you can find more information, including R code implementing the examples, at Jeffrey's blog linked below.