Multi-energy-variety data cleaning and collecting method

The invention provides a multi-energy-variety data cleaning and collecting method, and belongs to the technical field of data cleaning. The method comprises the following steps: acquiring multi-energy variety data; performing cleaning preprocessing on abnormal data in the multi-energy-variety data based on a distributed platform data cleaning method; performing conversion through a data conversion rule based on a mapping relation to obtain to-be-processed data; carrying out integration fusion based on a distance category POI fusion algorithm to obtain fusion data; performing data reduction processing based on a nonlinear data dimension reduction algorithm to obtain dimension reduction data; and filtering the dimension reduction data by adopting a quality evaluation rule based on a prefabricated evaluation index to obtain target data corresponding to the multi-energy variety data. According to the data processing method and device, the data cleaning, transformation, fusion and reduction processing methods are