Big data in cancer research encompasses genetic, clinical, environmental, and lifestyle information. Through methods such as genomic sequencing and bioinformatics, researchers can identify genetic mutations and patterns associated with different types of cancer. These insights help in understanding tumor biology and developing targeted therapies.