A universal big data collection and visualization platform that quickly accesses data through multiple entry points, performs real-time stream computation. Data passes through ODS, DWD, DWS, and ADS layers to eliminate data silos. It reviews, cleans, processes, and establishes data models, ensuring a seamless data application chain. It extracts core business indicators, integrates classic analytical models, optimizes business processes to enhance quality. It analyzes and mines data, ensures full data connectivity, supports visual drag-and-drop operations, screen adaptation, multi-page dashboards, automatic data refresh, and zero-code chart generation. Through a variety of component effects, it allows for the creation of realistic scenario interactions and real-time data monitoring, helping users control the overall operation of the enterprise, assists in marketing decision support, and improves data quality while reducing capital costs.