Classifying 2-groups by coclass Trans. Amer. Math. Soc. 351 (1999), 131-169. M. F. Newman School of Mathematical Sciences, Australian National University, Canberra, ACT 0200, Australia and E. A. O'Brien Department of Mathematics, University of Auckland, Private Bag 92019, Auckland, New Zealand Abstract. Now that the conjectures of Leedham-Green and Newman have been proved, we probe deeper into the classification of $p$-groups using coclass. We determine the pro-$2$-groups of coclass at most $3$ and use these to classify the $2$-groups of coclass at most $3$ into families. Using extensive computational evidence, we make some detailed conjectures about the structure of these families. We also conjecture that the $2$-groups of arbitrary fixed coclass exhibit similar behaviour.