Observation is never used to 'support' a hypothesis or theory. The hypothesis or theory is a suggested way to explain what has been observed.
The expanding universe idea has been offered as an explanation for the observed red-shift of the radiation from distant galaxies. To this day, it's still the only way we have of explaining what we see.