Single-row functions can manipulate data items, accept arguments and return one value, and act on each row returned. There are various types of single-row functions including character, number, date, and conversion functions. Character functions manipulate character strings, number functions perform calculations, and date functions modify date formats. Functions allow data to be formatted, calculated, and converted as needed for different queries and outputs.