The invention relates to the technical field of
data processing, in particular to a regional
service quality analysis method, device and equipment and a storage medium, and the method comprises the steps: obtaining and preprocessing historical information of a service region, including historical region personnel and business information; calculating region
density based on the preprocessed region information and generating a thermodynamic diagram; analyzing the emotional polarity of historical customer evaluation, and predicting the complaint rate in combination with an emotional polarity
score and regional density information; predicting the business volume and the
loss rate by using a business volume prediction model and a loss probability prediction model in combination with the pre-
processing region information; inputting the predicted complaint rate, business volume and wastage rate into a scheme generation model to obtain a personnel allocation optimization scheme; according to the method disclosed by the invention, the complaint rate, the business volume and the
loss rate are predicted and input into the scheme generation model, so that the optimal personnel allocation scheme can be obtained, unnecessary resource waste is reduced, the operation cost is reduced, meanwhile, the
service quality is improved, and the customer satisfaction and loyalty are enhanced.