Structure determination in high performance polymer semiconductors such as polythieno [3,4-b]-thiophene-co-benzodithiophene (PTB7) is essential to establish proper structure-property correlations. A combination of high temperature rubbing and isothermal crystallization leads to oriented and crystalline films of face-on oriented PTB7 crystals. Electron diffraction (ED) indicates that crystallinity is marginal in the rubbed films but develops upon post-rubbing annealing at T≥250°C. The best oriented and crystalline PTB7 films have a dichroic ratio of 12 for the UV-vis absorption. The hole mobilities are improved by a factor of six along the rubbing direction over non-aligned films (//= 5.8 x10 -3 cm²/V.s versus =3.1 x10 -4 cm²/V . s). Structural analysis yields three possible models that however share similar structural features, namely i) PTB7 chains form a layered packing such as PBTTT with -stacked backbones alternating with layers of strongly interdigitated alkyl side chains, ii) the PTB7 chains adopt a non-planar zig-zag conformation, iii) PTB7 chains show a mixed stacking of thieno [3,4-b]thiophene and benzodithiophene blocks. Overall, these results highlight the key role played in polymer semiconductor crystals by the steric constraints due to the branched alkyl side chains interdigitation on the π-stacking of conjugated backbones.