I have this large text file that when unzipped has about 2GB.I split this one into multiple(more than 5 million) files and now I have a folder of about 20GB, how is this possible? 
Why splitted text files is bigger than a large one with the same content?
filesystems;big data
Filesystem overhead.Every time you create a file, the filesystem reserves space on disk to store the file name, and other metadata like its permissions, creation date, etc. It also has to maintain a sort of index of all the (possibly sparse) blocks occupied by each file. The index might be a simple list or a tree, depending on the filesystem.Finally, note that most filesystems can not allocate only a portion of a block for a file, so the allocated space needs to be rounded up to the block size. This rounding affects both the file blocks, and the index blocks.