Abstract Financial data sets are growing too fast and need to be analyzed. Data science has many different techniques store summarize, mining, running simulations finally analyzing them. Among methods, predictive methods play a critical role in financial sets. In the current paper, applications of 22 classified four categories namely mining machine learning, numerical analysis, operation resear...