Abstract The purpose of this study is to try to recognize and formerly prove the validity of patterns associated with Collatz sequences. For each positive integer n define h(n) to be (n/2) if n is even and 3n+1 if n is odd. The Collatz sequence starting at n is the sequence h(n), h^2(n), h^3(n)… It is an interesting problem to determine the behavior of the Collatz sequence. It is a long outstanding, conjecture that for all n, the sequence eventually becomes 4, 2, 1, 4, 2, 1… An up in the Collatz sequence starting at n is a subsequence of the form h^k(n), h^(k+1)(n) with h^k(n)< h^(k+1)(n). A down is defined similarly. Through the patterns of ups and downs, we will look for patterns concerning the number of downs in the Collatz sequence starting at n before it goes below n. Through this research we will gain a better understanding and appreciation for the Collatz sequence, and the general process of observing, conjecturing, and proving results in mathematics.