Int his book we have tried to demonstrate how different statistical tools are useful in understanding statistical behavior of financial activities of a branch of a bank. Mainly we concentrated on money transactions through ATM machines as well as other bank transactions. The book is giving road map to understand fitting of statistical models to transaction data. We also demonstrate the use of software like MS Excel and SPSS in handling large data files related to banking activities.