spinifex: spinifex

spinifexR Documentation

spinifex

Description

spinifex is a package that extends the package tourr. It builds the functionality for manual tours and allows other tours to be rendered by plotly or gganimate. Tours are a class of dynamic linear (orthogonal) projections of numeric multivariate data from p down to d dimensions that are viewed as an animation as p-space is rotated. Manual tours manipulate a selected variable, exploring how they contribute to the sensitivity of the structure in the projection. This is particularly useful after finding an interesting basis, perhaps via a guided tour optimizing the projection for some objective function.

Details

GitHub: https://github.com/nspyrison/spinifex

Author(s)

Maintainer: Nicholas Spyrison spyrison@gmail.com (ORCID)

Authors:

  • Dianne Cook (ORCID) [thesis advisor]

See Also

manual_tour() ggtour() proto_default()


nspyrison/spinifex documentation built on Feb. 7, 2024, 1:10 p.m.