Dmitri Mendeleev came the closest to our modern day periodic table.
He decided to order them in terms of their properties, putting similar elements in the same column.
Where Mendeleev really succeeded was that he left GAPS.
Where there was not an element to go with the pattern of properties Mendeleev just left a gap, suggesting that more elements would be discovered.