Reatha is very probably a variant of the name Margaret. Margaret is derived from the Greek word margarites, which means "pearl". One of the most famous bearers of this name is probably the former Conservative Prime Minister of the UK Margaret Thatcher, nicknamed the "Iron Lady". The name has become popular again recently after decrease in usage within the 20th century.