These results are provided by PA Media newswire (PA). Numbers for change in seats are calculated against the state of the council just before this election. Other organisations calculate using the previous election, and this can lead to discrepancies.
PA release results for each council only when its full count is complete. PA collates results only for elections that were due in this electoral cycle, meaning there may be council byelection results in other parts of the country that are not included. There are frequent changes in ward boundaries, sometimes accompanied by changes in the number of councillors overall.