R: plotly Multiple

plotlyM {Hmisc} | R Documentation

## plotly Multiple

### Description

Generates multiple plotly graphics, driven by specs in a data frame

### Usage

    plotlyM(data, x = ~x, y = ~y, xhi = ~xhi, yhi = ~yhi,
      htext = NULL, multplot = NULL, strata = NULL, fitter = NULL,
      color = NULL, size = NULL, showpts = !length(fitter),
      rotate = FALSE, xlab = NULL, ylab = NULL, ylabpos = c("top",
      "y"), xlim = NULL, ylim = NULL, shareX = TRUE, shareY = FALSE,
      height = NULL, width = NULL, nrows = NULL, ncols = NULL,
      colors = NULL, alphaSegments = 1, alphaCline = 0.3, digits = 4,
      zeroline = TRUE)

### Arguments

`data` | input data frame
`x` | formula specifying the x-axis variable
`y` | formula for y-axis variable
`xhi` | formula for upper x variable limits (`x` taken to be lower value)
`yhi` | formula for upper y variable limit (`y` taken to be lower value)
`htext` | formula for hovertext variable
`multplot` | formula specifying a variable in `data` that when stratified on produces a separate plot
`strata` | formula specifying an optional stratification variable
`fitter` | a fitting such as `loess`
`color` | `plotly` formula specifying a color variable or e.g. `~ I('black')`. To keep colors constant over multiple plots you will need to specify an AsIs color when you don't have a variable representing color groups.
`size` | `plotly` formula specifying a symbol size variable or AsIs
`showpts` | if `fitter` is given, set to `TRUE` to show raw data points in addition to smooth fits
`rotate` | set to `TRUE` to reverse the roles of `x` and `y`, for example to get horizontal dot charts with error bars
`xlab` | x-axis label. May contain html.
`ylab` | a named vector of y-axis labels, possibly containing html (see example below). The names of the vector must correspond to levels of the `multplot` variable.
`ylabpos` | position of y-axis labels. Default is on top left of plot. Specify `ylabpos='y'` for usual y-axis placement.
`xlim` | 2-vector of x-axis limits, optional
`ylim` | 2-vector of y-axis limits, optional
`shareX` | specifies whether x-axes should be shared when they align vertically over multiple plots
`shareY` | specifies whether y-axes should be shared when they align horizontally over multiple plots
`height` | height of the combined image in pixels
`width` | width of the combined image in pixels
`nrows` | the number of rows to produce using `subplot`
`ncols` | the number of columns to produce using `subplot` (specify at most one of `nrows,ncols`)
`colors` | the color palette. Leave unspecified to use the default `plotly` palette
`alphaSegments` | alpha transparency for line segments (when `xhi` or `yhi` is not `NA`)
`alphaCline` | alpha transparency for lines used to connect points
`digits` | number of significant digits to use in constructing hovertext
`zeroline` | set to `FALSE` to suppress vertical line at x=0

### Details

Generates multiple `plotly` traces and combines them with `plotly::subplot`. The traces are controlled by specifications in data frame `data` plus various arguments. `data` must contain these variables: `x`, `y`, and `tracename` (if `color` is not an "AsIs" color such as `~ I('black')`), and can contain these optional variables: `xhi`, `yhi` (rows containing `NA` for both `xhi` and `yhi` represent points, and those with non-`NA` `xhi` or `yhi` represent segments, `connect` (set to `TRUE` for rows for points, to connect the symbols), `legendgroup` (see `plotly` documentation), and `htext` (hovertext). If the `color` argument is given and it is not an "AsIs" color, the variable named in the `color` formula must also be in `data`. Likewise for `size`. If the `multplot` is given, the variable given in the formula must be in `data`. If `strata` is present, another level of separate plots is generated by levels of `strata`, within levels of `multplot`.

If `fitter` is specified, x,y coordinates for an individual plot are run through `fitter`, and a line plot is made instead of showing data points.

### Value

`plotly` object produced by `subplot`

### Author(s)

Frank Harrell

### Examples

    ## Not run:
    set.seed(1)
    pts     <- expand.grid(v=c('y1', 'y2', 'y3'), x=1:4, g=c('a', 'b'), yhi=NA,
                           tracename='mean', legendgroup='mean',
                           connect=TRUE, size=4)

    pts$y   <- round(runif(nrow(pts)), 2)

    segs     <- expand.grid(v=c('y1', 'y2', 'y3'), x=1:4, g=c('a', 'b'),
                            tracename='limits', legendgroup='limits',
                            connect=NA, size=6)
    segs$y   <- runif(nrow(pts))
    segs$yhi <- segs$y + runif(nrow(pts), .05, .15)

    z <- rbind(pts, segs)

    xlab <- labelPlotmath('X<sub>12</sub>', 'm/sec<sup>2</sup>', html=TRUE)
    ylab <- c(y1=labelPlotmath('Y1', 'cm', html=TRUE),
              y2='Y2',
              y3=labelPlotmath('Y3', 'mm', html=TRUE))

    W=plotlyM(z, multplot=~v, color=~g, xlab=xlab, ylab=ylab, ncols=2,
              colors=c('black', 'blue'))

    W2=plotlyM(z, multplot=~v, color=~I('black'), xlab=xlab, ylab=ylab,
               colors=c('black', 'blue'))

    ## End(Not run)

[Package Hmisc version 4.3-0 Index]