diff --git a/NAMESPACE b/NAMESPACE
index dd80145f23..5d3c95aca7 100644
--- a/NAMESPACE
+++ b/NAMESPACE
@@ -97,6 +97,7 @@ export(add_histogram2dcontour)
 export(add_lines)
 export(add_markers)
 export(add_mesh)
+export(add_parcoords)
 export(add_paths)
 export(add_pie)
 export(add_polygons)
diff --git a/R/add.R b/R/add.R
index 31de4c02e1..59c35241cf 100644
--- a/R/add.R
+++ b/R/add.R
@@ -373,6 +373,28 @@ add_table <- function(p, ..., rownames = TRUE, data = NULL, inherit = TRUE) {
 }
 
 
+#' @inheritParams add_trace
+#' @param rownames whether or not to display the rownames of `data`.
+#' @rdname add_trace
+#' @export
+add_parcoords <- function(p, ..., data = NULL, inherit = TRUE) {
+  attrs <- list(...)
+  dat <- plotly_data(add_data(p, data))
+  # if a dataset is provided, and dimensions are not pre-specified
+  dimensions <- attrs$dimensions %||% if (inherit) p$x$attrs[[1]]$dimensions
+  if (is.data.frame(dat) && is.null(dimensions)) {
+    d <- dat[sapply(dat, is.numeric)]
+    dimensions <- Map(function(x, y) {
+      list(values = x, range = range(x, na.rm = TRUE), label = y)
+    }, d, names(d), USE.NAMES = FALSE)
+  }
+  add_trace_classed(
+    p = p, class = "plotly_parcoords", type = "parcoords",
+    dimensions = dimensions, ...
+  )
+}
+
+
 #' @inheritParams add_trace
 #' @rdname add_trace
 #' @export
diff --git a/man/add_trace.Rd b/man/add_trace.Rd
index 2746c1544a..f2f8df3f63 100644
--- a/man/add_trace.Rd
+++ b/man/add_trace.Rd
@@ -10,6 +10,7 @@
 \alias{add_polygons}
 \alias{add_sf}
 \alias{add_table}
+\alias{add_parcoords}
 \alias{add_ribbons}
 \alias{add_area}
 \alias{add_pie}
@@ -50,6 +51,8 @@ add_sf(p, ..., x = ~x, y = ~y, data = NULL, inherit = TRUE)
 
 add_table(p, ..., rownames = TRUE, data = NULL, inherit = TRUE)
 
+add_parcoords(p, ..., data = NULL, inherit = TRUE)
+
 add_ribbons(p, x = NULL, ymin = NULL, ymax = NULL, ...,
   data = NULL, inherit = TRUE)
 
@@ -124,6 +127,8 @@ provided at this level may override other arguments
 \item{values}{the value to associated with each slice of the pie.}
 
 \item{labels}{the labels (categories) corresponding to \code{values}.}
+
+\item{rownames}{whether or not to display the rownames of \code{data}.}
 }
 \description{
 Add trace(s) to a plotly visualization