In order to understand the application of big data analysis in the design of elderly-oriented renovation spaces, an application study of big data analysis in the design of elderly-oriented renovation spaces has been proposed. The rapid development of the economy has led to the prosperity and spatial expansion of cities. At the same time, social issues such as land scarcity, traffic congestion, environmental pollution, and the uneven allocation of urban spatial resources have led to social polarization, marginalization of the interests of vulnerable groups, and seriously affected the physical and mental health of residents. With the intensification of the aging trend of the world population, aging has become a major global strategic issue. How to create a truly suitable spatial environment for elderly living has become a question worth considering. This article uses methods such as questionnaire surveys and in-depth interviews to obtain a large amount of data, analyze the current situation of the living space of the elderly in Changchun City, the physiological and psychological needs, activity characteristics, social interaction characteristics, etc. of the elderly group, and then propose suggestions for the planning and design of the living space of healthy urban elderly.