Obtenha a soma da coluna e use para calcular a porcentagem do total (mySQL)

SELECT Name, Number, Number * 100 / t.s AS `% of total`
FROM mytable
CROSS JOIN (SELECT SUM(Number) AS s FROM mytable) t