This dataset contains the processed radiosonde and additional surface VOLCLAB sensor data for a measurement campaign at Stromboli volcano during 28th September to 4th October 2017. Full details are given in the paper titled "First observations of gaseous volcanic plume electrification: a new source of charge for volcanic lightning", submitted to Nature Geoscience. The data for figures 1,3 and 4 are provided here.