Data from the calibration and operation of a silicon quantum dot thermometer at temperatures between 10mK and 3K. The device is a silicon-on-insulator trigate accumulation-mode field-effect transistor from CEA/LETI-MINATEC, Grenoble, France. The device is measured using RF reflectometry to observe changes in its gate capacitance.