spinifex | R Documentation |
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.
GitHub: https://github.com/nspyrison/spinifex
Maintainer: Nicholas Spyrison spyrison@gmail.com (ORCID)
Authors:
Dianne Cook (ORCID) [thesis advisor]
manual_tour()
ggtour()
proto_default()
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