~/talk

Exploratory Spatial Data Analysis in the tidyverse

Talkat rstudio::conf 2019 · 2019-01-15..01-18· [data-visualization]
slides:none on file

Provides a tidyverse-friendly interface to spatial econometrics by wrapping spdep and operating on sf objects, returning dplyr-ready lists, vectors and data frames. Implements contiguity neighbors, k‑nearest and distance‑band neighbor lists, and produces row‑standardized spatial weights. Adds local join counts, the first open‑source co‑location quotients, and ESRI Emerging Hot Spot Analysis, integrates with sfnetworks, and aims for parity with Python spatial tools; examples show identical maps with far fewer lines of pipeable code.

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