Pennsylvania has closed primaries, so party of registration is more impactful here than in most states.

Some of it is definitely a lagging indicator (my own county, Mercer, maintained a Democratic registration advantage well after it became MAGAstan and Republicans started sweeping local offices by comfortable margins), but it's still not a trend I've enjoyed watching.