In the context of building a smart maritime scene, through building a maritime smart service, improve the efficiency of ships entering and leaving the port, and reduce the waiting time for ships to load and unload goods in the port. In this paper, the basic function of querying the ship arrival and departure reports is provided, and the data of the ship arrival and departure reports are visually displayed by analyzing the data of the ship arrival and departure reports. Analyze the traffic of ships between provinces, and analyze the historical freight data of ships to draw a preliminary ship portrait, as to analyze and study the dependence of different provinces on goods and the positioning of provinces in the industrial chain. The back-end of the system is based on the spring boot framework, and the front-end uses the Vue framework to realize the front-end and back-end separate development of the system. For the storage and visualization of port entry and exit report data, the system selects Doris database cluster to store and manage historical port entry and exit report data. The open-source visualization chart Library of Echarts is used for visual drawing to realize the preliminary development and exploration of the data analysis system of ship entry and exit report.