The invention discloses a method for predicting whether longitude and latitude information of a community is abnormal and relates to a community longitude and latitude measurement technique. The method is based on big data analysis service of a cloud platform, data are automatically acquired and cleaned, communities with abnormal longitude and latitude information are mined with a qualitative analysis method, and accordingly, communities with probably abnormal longitude and latitude information are mined in a concentrated manner by building a model. According to the method, related basic information data are efficiently washed, and requirements of qualitative analysis and modeling data quality are met; multi-dimensional data mining is adopted, and work parameters and data quality problems of adjacent communities are accurately found and analyzed; the work parameters and the adjacent communities are checked regularly, data quality is continuously tracked and monitored, and investment of manpower resources is reduced; the checking accuracy of the work parameters is improved through evaluation and analysis of checking effects of the work parameters, a tracking and analysis mechanism is established, and problems about the longitude, the latitude, a direction angle and data of the adjacent communities can be quickly positioned, and the work efficiency is improved.