Method and system for generating spatial data maps corresponding to centralized wireless networks

This disclosure relates to method and system for generating spatial data maps corresponding to a centralized wireless network. The method includes receiving in real-time, network data from each of a plurality of data sources through one or more user space applications; computing in convenient time frame, derived information based on the network data and geographical location of data source; iteratively evaluating the derived information for each of plurality of data points in network data span with missing information through kriging interpolation technique to obtain continuous derived information; for each of data point with missing information in previous iterations, comparing the derived information of current iteration step with the derived information at previous iteration steps to obtain trust score; and generating spatial data map based on geographical location of each of the plurality of data sources and at least one of the continuous derived information and the trust score.