Interference in the ADC

If you want reasonably reliable results you may find it useful to read this:

If your circuit has anything more than this


then other components may be introducing noise.

So the first step would be to disconnect everything except the supply and the voltage source.
And the next step would be to look at the voltage input AND the supply voltage with an oscilloscope. A DVM will not tell you if a voltage is stable.

Please provide the basics - a schematic, a photo and your code.