The data contains the results of an experiment conducted in a metallic workshop. The aim of the experiment was to observe the effect of the operation of heavy machines on wireless communication. The dataset contains RSSI observed by the receiving nodes. The data was collected for 6 days when various machines (lathe machines) were operating. The set-up is explained in detail in the associated paper.