Without the third join D.cid = C.id, this query gives me the count of C. With the third join it corrupts the count and gets unwanted tuples into the count of C's join. So how can I get the count of C and D without having the C count effected? Is there a form of parenthesis I can use to make sure I get the correct count?
SELECT A.*, B.*, COUNT(C.aid) AS cCount
FROM tableA A
LEFT JOIN tableC AS C ON A.id = C.aid
INNER JOIN tableB AS B ON A.id = B.aid
LEFT JOIN tableD AS D ON D.cid = C.id
GROUP BY A.id
COUNT(DISTINCT C.aid), unless you already expected to get duplicate c.aid's before you joined in table D.