Full-process visual collaborative sharing big data modeling device and method

The invention relates to a big data modeling device and method for full-process visual collaborative sharing. The big data modeling device for full-process visual collaborative sharing comprises a modeling data resource module, a modeling component module and a model building module. Wherein the modeling data resource module is used for providing a unified standard and an access specification for multi-source heterogeneous data, shielding data multi-source heterogeneity for a modeling task, and uniformly managing a modeling data asset system through data resources; the modeling component module is used for providing at least one modularization function of data resources, data access, data preprocessing, statistical analysis, an algorithm model, an analysis tool, data output and visualization; and the model building module is used for providing a visual canvas editing framework and building a model corresponding to the modeling task based on the at least one modularization function provided by the modeling com