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Much progress has been made in the development of software tools for spatial analysis since the special issue ofGeographical Analysisappeared in 2006, devoted to “Recent advances in software for spatial analysis in the social sciences” (Rey and Anselin 2006). The 15 some years since the publication of the issue have been marked by major changes in the spatial analytical software landscape. Arguably, three important and somewhat related phenomena can be distinguished that drove these changes: the embedding of spatial analysis into spatial data science; the growing recognition of open science/open source principles in empirical work; and the increasing adoption of a literate programming perspective.more » « less
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Rey, Sergio J.; Anselin, Luc; Amaral, Pedro; Arribas‐Bel, Dani; Cortes, Renan Xavier; Gaboardi, James David; Kang, Wei; Knaap, Elijah; Li, Ziqi; Lumnitz, Stefanie; et al (, Geographical Analysis)PySAL is a library for geocomputation and spatial data science. Written in Python, the library has a long history of supporting novel scholarship and broadening methodological impacts far afield of academic work. Recently, many new techniques, methods of analyses, and development modes have been implemented, making the library much larger and more encompassing than that previously discussed in the literature. As such, we provide an introduction to the library as it stands now, as well as the scientific and conceptual underpinnings of its core set of components. Finally, we provide a prospective look at the library's future evolution.more » « less
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