Network cards: concise, readable summaries of network data
Network cards: concise, readable summaries of network data
Blog Article
Abstract The deluge of network datasets demands a standard way to effectively and succinctly summarize network datasets.Building on similar efforts to standardize the documentation of models sun lite 250w 250v socket and datasets in machine learning, here we propose network cards, short summaries of network datasets that can capture not only the basic statistics of the network but also information about the data construction process, provenance, ethical considerations, and other metadata.In this paper, we lay out (1) the rationales and objectives for network cards, (2) key elements that should be included in network cards, and (3) example network cards to underscore their 15lb nitrous bottle benefits across a variety of research domains.We also provide a schema, templates, and a software package for generating network cards.