Each data format serves a specific purpose and is optimized for different types of data. For example, FASTQ files are used for raw sequencing data because they can efficiently store large volumes of nucleotide sequences and their corresponding quality scores. On the other hand, VCF files are better suited for storing genetic variations, offering a standardized way to represent mutations, insertions, deletions, and other variants.