Abstract A key challenge faced in unconventional reservoirs development is well densities coupled with modern completion designs to economically optimize resource development. Most data analytic applications use single well production and completion data to explore optimized strategies. However, the combination of different well densities and completion strategies complicate single well analytics and thus could be …