This dataset supports a case study demonstrating the value and validity of using consolidated amateur (‘ham’) radio reception reports as indicators of the presence of intense ionospheric sporadic E (Es). It consists of MATLAB code for the processing and mapping of amateur radio signal report data according to this novel approach, as well as input, output and comparator data.