As Wendy suggests, Phillimore's atlas has no Harding parish listed in Oxfordshire. However, I keyed Harding, Oxfordshire into google maps and there is both a Harding Way and a Harding Road in Abingdon, as well as a Harding Close in Faringdon.
Perhaps it was a small place that got swallowed up by a bigger town.