The application of big data technology has promoted the rapid development of Chinese e-commerce and retail enterprises, and the birth of new retail model has also brought new vitality to the retail industry. However, the outbreak of COVID-19 has not only aggravated the contraction of economic demand, but also seriously retarded the development pace of major retail enterprises, which are facing increasing financial risks. Based on the F-score model, this paper selects the financial data of

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... enterprise SL Company from 2017 to 2021 and conducts calculation and processing, analyzes and evaluates its financial risks. Finally, it puts forward corresponding suggestions to deal with financial risks.