Top Analytics, Data Science, Machine Learning Tools Fig 1: KDnuggets Analytics/Data Science 2018 Software Poll: top tools in 2018, and their share in the 20167 polls (* for a more valid comparison, we recomputed the results of 2016, 2017 polls to exclude "lone" votes)