By the time the October revolution came, the Provisional Government had lost most of its popular support by choosing to continue WWI though.
Anyway, the main point is that as nice as getting rid of a dictator sounds, the consequences can be much worse than the dictatorship itself, at least in the short term (which can last for a decade or more…).
I sincerely wish the best to Venezuelans, but previous US toppling of terrible dictatorships don't have a stellar record to say the least.
Living in a country stuck in a decade of counterinsurgency warfare doesn't feel particularly great, and I'm sure the Iraqis or Afghans would agree.