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It is of great significance to study the development of forest and fruit industry in Xinjiang, so as to increase farmers’ income, to promote the development of rural economy and to realize the comprehensive revitalization of rural areas. Based on the database of China National Knowledge Network, we took the literature of ‘Xinjiang forest and fruit industry’ as the research object, used CiteSpace software to analyze the annual number of publications, research institutions, authors and keywords. The results showed that the number of published papers fluctuated greatly and the number was small, and the number was on the rise in the past two years. The research institutions were mainly concentrated in agricultural colleges and universities, and some were concentrated in scientific research institutions. The team with Emiti Rouzi and Sidikejiang Aifu as the core had the most abundant research achievements, but had not yet formed a stable core group of authors. The research focused on brand construction, development countermeasures, characteristic fruit, fruit products, industry development, mechanization and so on. The future research should strengthen the cooperation between research units and authors, innovate research perspectives, expand research content, promote the integration of multiple disciplines, combine the development of Xinjiang forest and fruit industry with the implementation of rural revitalization strategy, and promote the high-quality development of Xinjiang forest and fruit industry. [ABSTRACT FROM AUTHOR]