At companies I've worked at "Big Data" was often used to mean "too big to open in Excel" or in the extreme case "too big to fit in RAM on my laptop"
Around 0.5 to 50 GB is such an annoying area, because Excel starts falling over on the lower end and even nicer computers will start seriously struggling on the larger end if you're not being extremely efficient.