This dataset contains SEM and AFM characterization data of the hydrophobic silica nanoparticle coatings applied to multiplexed ECL electrodes. The measurements provide detailed information on coating morphology and thickness. Comparative images before and after NaOH hydrolysis confirm the effective removal of the silica layer and the corresponding surface cleaning and activation of the gold electrode.