Interactively Explore Local Explanations with the Radial Tour R package cheem version 0.4.2 Given a non-linear model, calculate the local explanation. We purpose view the data space, explanation space, and model residuals as ensemble graphic interactive on a shiny application. After an observation of interest is identified, the normalized variable importance of the local explanation is used as a 1D projection basis. The support of the local explanation is then explored by changing the basis with the use of the radial tour <doi:10.32614/RJ-2020-027>; <doi:10.1080/10618600.1997.10474754>. Software Depends: R (>= 3.5.0) Imports: spinifex (>= 0.3.3), ggplot2, plotly, magrittr, shiny, shinythemes, shinycssloaders, DT, conflicted Suggests: methods, tourr, matrixcalc, mvtnorm, gganimate, dplyr, tidyr, tictoc, beepr, knitr, testthat (>= 3.0.0), rmarkdown Nicholas Spyrison <spyrison@gmail.com> Comprehensive R Archive Network (CRAN) Nicholas Spyrison [aut, cre] (ORCID: <https://orcid.org/0000-0002-8417-0212>) MIT + file LICENSE (https://CRAN.R-project.org/package=cheem/LICENSE) 2025-09-17 application/tgz https://CRAN.R-project.org/package=cheem doi:10.32614/CRAN.package.cheem en-US