As @arucarn posted, make sure you are using the correct component. The TMP36 temperature sensor looks almost identical to the BC 547B transistor.
If you have the Arduino starter kit then you will most likely have 5 transistors but only 1 temperature sensor.
The temperature sensor has entirely straight legs where as the transistor has straight legs that pinch in at the top.