Research ApplicationsIncludes replicated studies' data. As transparent and ready-to-use algorithms, such applications cover a variety of topics from portfolio construction, earnings surprise calculation, institutional ownership ratios to deriving NBBO, signing trades, and option pricing. These sample source codes offer users the flexibility to customize them to address their specific research needs.