Meaning: everyone in your family, uncles, aunts, cousins, grandparents etc.
Example: The girl had 5 brothers and 2 sisters, 30 cousins, 12 aunts and uncles and she said that she had a big family tree.
See this Idiom in a story: The Theft of the Mona Lisa (a true story)