Listen to what he actually said. He said that he had taken funding from "deprived urban areas" into "areas like this", ie areas like Tunbridge Wells.
If his actual meaning had been that he was trying to tackle rural deprivation, he would have phrased it differently. For example, he would have talked about taking funding out of urban areas in order to put it into rural areas - there would have been no need for the emphasis on "deprived", as his point would have been that deprivation existed in both areas. And frankly, if that was really what he meant, speaking in a place like TW which is known for its prosperity, I would have expected him to spell out much more explicitly what he actually meant, eg by saying that it's wrong to assume that deprivation only exists in cities, there are deprived people here as well.
I think there can be no doubt about what he really meant, no matter how he tries to spin it now. And Liz Truss had better not try to score points of the back of this video either, because she was part of the Cabinet that implemented this policy and bears her share of the collective responsibility. Shame on the whole bloody lot of them!