Big data analysis and business decision-making. ICBC's data lake is mainly oriented to big data analysis and business decision-making within the bank. The data lake is a centralized storage system for storing large amounts of structured and unstructured data, which can be used for tasks such as data mining, data analysis and machine learning through a variety of analytical tools, algorithms and methods.