Complex sentence: There has been one by-election since the 2003 election, in June 2004, to fill a vacancy in the Beauly and Strathglass ward, in the Inverness area.
Split into simpler sentences: There has been one by-election since the 2003 election. In June 2004 a vacancy was filled by a by-election in the Beauly and Strathglass ward, in the Inverness area.