No, Lake Erie is the source of the Niagara River. Lake Ontario
is the mouth of the Niagara River (meaning, the river flows into
Lake Ontario).
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The Niagara River flows northerly from Lake Erie to Lake
Ontario. It is 35 miles long and the border between the USA (New
York State) and Canada (Ontario Province).