The invention discloses a treatment method for cement production and operation data, which comprises the following steps of: 1, data integration: establishing a data model on the basis of an integral business system and application, and loading the data or file data of the business system to a middle table database in a full-amount and incremental manner according to the data model; 2, standardizing the data, namely combing element dimensions of the data, constructing an association relationship and summarizing the relationship and the dimensions to form a comprehensive resource library data set; 3, data development: formulating data development specifications, providing corresponding solutions for existing data related problems in a targeted manner, and realizing whole-process data processing; and 4, performing data quality management, performing prediction scoring on the data quality according to the quality problem, setting an early warning threshold value for early warning, and reflecting the treatment effect through a treatment evaluation report and a health score index. The problems that the data integration degree is poor, unified management of data is difficult, and data quality cannot be monitored are solved.