Selection Events in Python/v3

Selection Events With FigureWidget


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Populate a Table Using a Plotly Mouse Selection Event

Create a table FigureWidget that is updated by a selection event in another FigureWidget. The rows in the table correspond to points selected in the selection event.

In [7]:
import plotly.graph_objs as go
import plotly.offline as py

import pandas as pd
import numpy as np
from ipywidgets import interactive, HBox, VBox

py.init_notebook_mode()

df = pd.read_csv('https://raw.githubusercontent.com/jonmmease/plotly_ipywidget_notebooks/master/notebooks/data/cars/cars.csv')

f = go.FigureWidget([go.Scatter(y = df['City mpg'], x = df['City mpg'], mode = 'markers')])
scatter = f.data[0]
N = len(df)
scatter.x = scatter.x + np.random.rand(N)/10 *(df['City mpg'].max() - df['City mpg'].min())
scatter.y = scatter.y + np.random.rand(N)/10 *(df['City mpg'].max() - df['City mpg'].min())
scatter.marker.opacity = 0.5

def update_axes(xaxis, yaxis):
    scatter = f.data[0]
    scatter.x = df[xaxis]
    scatter.y = df[yaxis]
    with f.batch_update():
        f.layout.xaxis.title = xaxis
        f.layout.yaxis.title = yaxis
        scatter.x = scatter.x + np.random.rand(N)/10 *(df[xaxis].max() - df[xaxis].min())
        scatter.y = scatter.y + np.random.rand(N)/10 *(df[yaxis].max() - df[yaxis].min())

axis_dropdowns = interactive(update_axes, yaxis = df.select_dtypes('int64').columns, xaxis = df.select_dtypes('int64').columns)

# Create a table FigureWidget that updates on selection from points in the scatter plot of f
t = go.FigureWidget([go.Table(
    header=dict(values=['ID','Classification','Driveline','Hybrid'],
                fill = dict(color='#C2D4FF'),
                align = ['left'] * 5),
    cells=dict(values=[df[col] for col in ['ID','Classification','Driveline','Hybrid']],
               fill = dict(color='#F5F8FF'),
               align = ['left'] * 5))])

def selection_fn(trace,points,selector):
    t.data[0].cells.values = [df.loc[points.point_inds][col] for col in ['ID','Classification','Driveline','Hybrid']]

scatter.on_selection(selection_fn)

# Put everything together
VBox((HBox(axis_dropdowns.children),f,t))

Reference

See these Jupyter notebooks for even more FigureWidget examples.

In [12]:
help(go.FigureWidget)
Help on class FigureWidget in module plotly.graph_objs._figurewidget:

class FigureWidget(plotly.basewidget.BaseFigureWidget)
 |  Method resolution order:
 |      FigureWidget
 |      plotly.basewidget.BaseFigureWidget
 |      plotly.basedatatypes.BaseFigure
 |      ipywidgets.widgets.domwidget.DOMWidget
 |      ipywidgets.widgets.widget.Widget
 |      ipywidgets.widgets.widget.LoggingHasTraits
 |      traitlets.traitlets.HasTraits
 |      traitlets.traitlets.HasDescriptors
 |      __builtin__.object
 |
 |  Methods defined here:
 |
 |  __init__(self, data=None, layout=None, frames=None)
 |      Create a new FigureWidget instance
 |
 |      Parameters
 |      ----------
 |      data
 |          The 'data' property is a tuple of trace instances
 |          that may be specified as:
 |            - A list or tuple of trace instances
 |              (e.g. [Scatter(...), Bar(...)])
 |            - A list or tuple of dicts of string/value properties where:
 |              - The 'type' property specifies the trace type
 |                  One of: ['area', 'bar', 'box', 'candlestick', 'carpet',
 |                           'choropleth', 'cone', 'contour',
 |                           'contourcarpet', 'heatmap', 'heatmapgl',
 |                           'histogram', 'histogram2d',
 |                           'histogram2dcontour', 'mesh3d', 'ohlc',
 |                           'parcoords', 'pie', 'pointcloud', 'sankey',
 |                           'scatter', 'scatter3d', 'scattercarpet',
 |                           'scattergeo', 'scattergl', 'scattermapbox',
 |                           'scatterpolar', 'scatterpolargl',
 |                           'scatterternary', 'splom', 'surface', 'table',
 |                           'violin']
 |
 |              - All remaining properties are passed to the constructor of
 |                the specified trace type
 |
 |              (e.g. [{'type': 'scatter', ...}, {'type': 'bar, ...}])
 |      layout
 |          The 'layout' property is an instance of Layout
 |          that may be specified as:
 |            - An instance of plotly.graph_objs.Layout
 |            - A dict of string/value properties that will be passed
 |              to the Layout constructor
 |
 |              Supported dict properties:
 |
 |                  angularaxis
 |                      plotly.graph_objs.layout.AngularAxis instance
 |                      or dict with compatible properties
 |                  annotations
 |                      plotly.graph_objs.layout.Annotation instance or
 |                      dict with compatible properties
 |                  autosize
 |                      Determines whether or not a layout width or
 |                      height that has been left undefined by the user
 |                      is initialized on each relayout. Note that,
 |                      regardless of this attribute, an undefined
 |                      layout width or height is always initialized on
 |                      the first call to plot.
 |                  bargap
 |                      Sets the gap (in plot fraction) between bars of
 |                      adjacent location coordinates.
 |                  bargroupgap
 |                      Sets the gap (in plot fraction) between bars of
 |                      the same location coordinate.
 |                  barmode
 |                      Determines how bars at the same location
 |                      coordinate are displayed on the graph. With
 |                      *stack*, the bars are stacked on top of one
 |                      another With *relative*, the bars are stacked
 |                      on top of one another, with negative values
 |                      below the axis, positive values above With
 |                      *group*, the bars are plotted next to one
 |                      another centered around the shared location.
 |                      With *overlay*, the bars are plotted over one
 |                      another, you might need to an *opacity* to see
 |                      multiple bars.
 |                  barnorm
 |                      Sets the normalization for bar traces on the
 |                      graph. With *fraction*, the value of each bar
 |                      is divide by the sum of the values at the
 |                      location coordinate. With *percent*, the
 |                      results form *fraction* are presented in
 |                      percents.
 |                  boxgap
 |                      Sets the gap (in plot fraction) between boxes
 |                      of adjacent location coordinates.
 |                  boxgroupgap
 |                      Sets the gap (in plot fraction) between boxes
 |                      of the same location coordinate.
 |                  boxmode
 |                      Determines how boxes at the same location
 |                      coordinate are displayed on the graph. If
 |                      *group*, the boxes are plotted next to one
 |                      another centered around the shared location. If
 |                      *overlay*, the boxes are plotted over one
 |                      another, you might need to set *opacity* to see
 |                      them multiple boxes.
 |                  calendar
 |                      Sets the default calendar system to use for
 |                      interpreting and displaying dates throughout
 |                      the plot.
 |                  colorway
 |                      Sets the default trace colors.
 |                  datarevision
 |                      If provided, a changed value tells
 |                      `Plotly.react` that one or more data arrays has
 |                      changed. This way you can modify arrays in-
 |                      place rather than making a complete new copy
 |                      for an incremental change. If NOT provided,
 |                      `Plotly.react` assumes that data arrays are
 |                      being treated as immutable, thus any data array
 |                      with a different identity from its predecessor
 |                      contains new data.
 |                  direction
 |                      For polar plots only. Sets the direction
 |                      corresponding to positive angles.
 |                  dragmode
 |                      Determines the mode of drag interactions.
 |                      *select* and *lasso* apply only to scatter
 |                      traces with markers or text. *orbit* and
 |                      *turntable* apply only to 3D scenes.
 |                  font
 |                      Sets the global font. Note that fonts used in
 |                      traces and other layout components inherit from
 |                      the global font.
 |                  geo
 |                      plotly.graph_objs.layout.Geo instance or dict
 |                      with compatible properties
 |                  grid
 |                      plotly.graph_objs.layout.Grid instance or dict
 |                      with compatible properties
 |                  height
 |                      Sets the plot's height (in px).
 |                  hiddenlabels
 |
 |                  hiddenlabelssrc
 |                      Sets the source reference on plot.ly for
 |                      hiddenlabels .
 |                  hidesources
 |                      Determines whether or not a text link citing
 |                      the data source is placed at the bottom-right
 |                      cored of the figure. Has only an effect only on
 |                      graphs that have been generated via forked
 |                      graphs from the plotly service (at
 |                      https://plotly.com or on-premise).
 |                  hoverdistance
 |                      Sets the default distance (in pixels) to look
 |                      for data to add hover labels (-1 means no
 |                      cutoff, 0 means no looking for data). This is
 |                      only a real distance for hovering on point-like
 |                      objects, like scatter points. For area-like
 |                      objects (bars, scatter fills, etc) hovering is
 |                      on inside the area and off outside, but these
 |                      objects will not supersede hover on point-like
 |                      objects in case of conflict.
 |                  hoverlabel
 |                      plotly.graph_objs.layout.Hoverlabel instance or
 |                      dict with compatible properties
 |                  hovermode
 |                      Determines the mode of hover interactions.
 |                  images
 |                      plotly.graph_objs.layout.Image instance or dict
 |                      with compatible properties
 |                  legend
 |                      plotly.graph_objs.layout.Legend instance or
 |                      dict with compatible properties
 |                  mapbox
 |                      plotly.graph_objs.layout.Mapbox instance or
 |                      dict with compatible properties
 |                  margin
 |                      plotly.graph_objs.layout.Margin instance or
 |                      dict with compatible properties
 |                  orientation
 |                      For polar plots only. Rotates the entire polar
 |                      by the given angle.
 |                  paper_bgcolor
 |                      Sets the color of paper where the graph is
 |                      drawn.
 |                  plot_bgcolor
 |                      Sets the color of plotting area in-between x
 |                      and y axes.
 |                  polar
 |                      plotly.graph_objs.layout.Polar instance or dict
 |                      with compatible properties
 |                  radialaxis
 |                      plotly.graph_objs.layout.RadialAxis instance or
 |                      dict with compatible properties
 |                  scene
 |                      plotly.graph_objs.layout.Scene instance or dict
 |                      with compatible properties
 |                  selectdirection
 |                      When "dragmode" is set to "select", this limits
 |                      the selection of the drag to horizontal,
 |                      vertical or diagonal. "h" only allows
 |                      horizontal selection, "v" only vertical, "d"
 |                      only diagonal and "any" sets no limit.
 |                  separators
 |                      Sets the decimal and thousand separators. For
 |                      example, *. * puts a '.' before decimals and a
 |                      space between thousands. In English locales,
 |                      dflt is *.,* but other locales may alter this
 |                      default.
 |                  shapes
 |                      plotly.graph_objs.layout.Shape instance or dict
 |                      with compatible properties
 |                  showlegend
 |                      Determines whether or not a legend is drawn.
 |                  sliders
 |                      plotly.graph_objs.layout.Slider instance or
 |                      dict with compatible properties
 |                  spikedistance
 |                      Sets the default distance (in pixels) to look
 |                      for data to draw spikelines to (-1 means no
 |                      cutoff, 0 means no looking for data). As with
 |                      hoverdistance, distance does not apply to area-
 |                      like objects. In addition, some objects can be
 |                      hovered on but will not generate spikelines,
 |                      such as scatter fills.
 |                  ternary
 |                      plotly.graph_objs.layout.Ternary instance or
 |                      dict with compatible properties
 |                  title
 |                      Sets the plot's title.
 |                  titlefont
 |                      Sets the title font.
 |                  updatemenus
 |                      plotly.graph_objs.layout.Updatemenu instance or
 |                      dict with compatible properties
 |                  violingap
 |                      Sets the gap (in plot fraction) between violins
 |                      of adjacent location coordinates.
 |                  violingroupgap
 |                      Sets the gap (in plot fraction) between violins
 |                      of the same location coordinate.
 |                  violinmode
 |                      Determines how violins at the same location
 |                      coordinate are displayed on the graph. If
 |                      *group*, the violins are plotted next to one
 |                      another centered around the shared location. If
 |                      *overlay*, the violins are plotted over one
 |                      another, you might need to set *opacity* to see
 |                      them multiple violins.
 |                  width
 |                      Sets the plot's width (in px).
 |                  xaxis
 |                      plotly.graph_objs.layout.XAxis instance or dict
 |                      with compatible properties
 |                  yaxis
 |                      plotly.graph_objs.layout.YAxis instance or dict
 |                      with compatible properties
 |      frames
 |          The 'frames' property is a tuple of instances of
 |          Frame that may be specified as:
 |            - A list or tuple of instances of plotly.graph_objs.Frame
 |            - A list or tuple of dicts of string/value properties that
 |              will be passed to the Frame constructor
 |
 |              Supported dict properties:
 |
 |                  baseframe
 |                      The name of the frame into which this frame's
 |                      properties are merged before applying. This is
 |                      used to unify properties and avoid needing to
 |                      specify the same values for the same properties
 |                      in multiple frames.
 |                  data
 |                      A list of traces this frame modifies. The
 |                      format is identical to the normal trace
 |                      definition.
 |                  group
 |                      An identifier that specifies the group to which
 |                      the frame belongs, used by animate to select a
 |                      subset of frames.
 |                  layout
 |                      Layout properties which this frame modifies.
 |                      The format is identical to the normal layout
 |                      definition.
 |                  name
 |                      A label by which to identify the frame
 |                  traces
 |                      A list of trace indices that identify the
 |                      respective traces in the data attribute
 |
 |  add_area(self, customdata=None, customdatasrc=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, ids=None, idssrc=None, legendgroup=None, marker=None, name=None, opacity=None, r=None, rsrc=None, selectedpoints=None, showlegend=None, stream=None, t=None, tsrc=None, uid=None, visible=None, row=None, col=None, **kwargs)
 |      Add a new Area trace
 |
 |      Parameters
 |      ----------
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.area.Hoverlabel instance or dict with
 |          compatible properties
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      marker
 |          plotly.graph_objs.area.Marker instance or dict with
 |          compatible properties
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      opacity
 |          Sets the opacity of the trace.
 |      r
 |          For legacy polar chart only.Please switch to
 |          *scatterpolar* trace type.Sets the radial coordinates.
 |      rsrc
 |          Sets the source reference on plot.ly for  r .
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      stream
 |          plotly.graph_objs.area.Stream instance or dict with
 |          compatible properties
 |      t
 |          For legacy polar chart only.Please switch to
 |          *scatterpolar* trace type.Sets the angular coordinates.
 |      tsrc
 |          Sets the source reference on plot.ly for  t .
 |      uid
 |
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Area
 |
 |  add_bar(self, base=None, basesrc=None, cliponaxis=None, constraintext=None, customdata=None, customdatasrc=None, dx=None, dy=None, error_x=None, error_y=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, insidetextfont=None, legendgroup=None, marker=None, name=None, offset=None, offsetsrc=None, opacity=None, orientation=None, outsidetextfont=None, r=None, rsrc=None, selected=None, selectedpoints=None, showlegend=None, stream=None, t=None, text=None, textfont=None, textposition=None, textpositionsrc=None, textsrc=None, tsrc=None, uid=None, unselected=None, visible=None, width=None, widthsrc=None, x=None, x0=None, xaxis=None, xcalendar=None, xsrc=None, y=None, y0=None, yaxis=None, ycalendar=None, ysrc=None, row=None, col=None, **kwargs)
 |      Add a new Bar trace
 |
 |      The data visualized by the span of the bars is set in `y` if
 |      `orientation` is set th *v* (the default) and the labels are
 |      set in `x`. By setting `orientation` to *h*, the roles are
 |      interchanged.
 |
 |      Parameters
 |      ----------
 |      base
 |          Sets where the bar base is drawn (in position axis
 |          units). In *stack* or *relative* barmode, traces that
 |          set *base* will be excluded and drawn in *overlay* mode
 |          instead.
 |      basesrc
 |          Sets the source reference on plot.ly for  base .
 |      cliponaxis
 |          Determines whether the text nodes are clipped about the
 |          subplot axes. To show the text nodes above axis lines
 |          and tick labels, make sure to set `xaxis.layer` and
 |          `yaxis.layer` to *below traces*.
 |      constraintext
 |          Constrain the size of text inside or outside a bar to
 |          be no larger than the bar itself.
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      dx
 |          Sets the x coordinate step. See `x0` for more info.
 |      dy
 |          Sets the y coordinate step. See `y0` for more info.
 |      error_x
 |          plotly.graph_objs.bar.ErrorX instance or dict with
 |          compatible properties
 |      error_y
 |          plotly.graph_objs.bar.ErrorY instance or dict with
 |          compatible properties
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.bar.Hoverlabel instance or dict with
 |          compatible properties
 |      hovertext
 |          Sets hover text elements associated with each (x,y)
 |          pair. If a single string, the same string appears over
 |          all the data points. If an array of string, the items
 |          are mapped in order to the this trace's (x,y)
 |          coordinates. To be seen, trace `hoverinfo` must contain
 |          a *text* flag.
 |      hovertextsrc
 |          Sets the source reference on plot.ly for  hovertext .
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      insidetextfont
 |          Sets the font used for `text` lying inside the bar.
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      marker
 |          plotly.graph_objs.bar.Marker instance or dict with
 |          compatible properties
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      offset
 |          Shifts the position where the bar is drawn (in position
 |          axis units). In *group* barmode, traces that set
 |          *offset* will be excluded and drawn in *overlay* mode
 |          instead.
 |      offsetsrc
 |          Sets the source reference on plot.ly for  offset .
 |      opacity
 |          Sets the opacity of the trace.
 |      orientation
 |          Sets the orientation of the bars. With *v* (*h*), the
 |          value of the each bar spans along the vertical
 |          (horizontal).
 |      outsidetextfont
 |          Sets the font used for `text` lying outside the bar.
 |      r
 |          For legacy polar chart only.Please switch to
 |          *scatterpolar* trace type.Sets the radial coordinates.
 |      rsrc
 |          Sets the source reference on plot.ly for  r .
 |      selected
 |          plotly.graph_objs.bar.Selected instance or dict with
 |          compatible properties
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      stream
 |          plotly.graph_objs.bar.Stream instance or dict with
 |          compatible properties
 |      t
 |          For legacy polar chart only.Please switch to
 |          *scatterpolar* trace type.Sets the angular coordinates.
 |      text
 |          Sets text elements associated with each (x,y) pair. If
 |          a single string, the same string appears over all the
 |          data points. If an array of string, the items are
 |          mapped in order to the this trace's (x,y) coordinates.
 |          If trace `hoverinfo` contains a *text* flag and
 |          *hovertext* is not set, these elements will be seen in
 |          the hover labels.
 |      textfont
 |          Sets the font used for `text`.
 |      textposition
 |          Specifies the location of the `text`. *inside*
 |          positions `text` inside, next to the bar end (rotated
 |          and scaled if needed). *outside* positions `text`
 |          outside, next to the bar end (scaled if needed). *auto*
 |          positions `text` inside or outside so that `text` size
 |          is maximized.
 |      textpositionsrc
 |          Sets the source reference on plot.ly for  textposition
 |          .
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      tsrc
 |          Sets the source reference on plot.ly for  t .
 |      uid
 |
 |      unselected
 |          plotly.graph_objs.bar.Unselected instance or dict with
 |          compatible properties
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      width
 |          Sets the bar width (in position axis units).
 |      widthsrc
 |          Sets the source reference on plot.ly for  width .
 |      x
 |          Sets the x coordinates.
 |      x0
 |          Alternate to `x`. Builds a linear space of x
 |          coordinates. Use with `dx` where `x0` is the starting
 |          coordinate and `dx` the step.
 |      xaxis
 |          Sets a reference between this trace's x coordinates and
 |          a 2D cartesian x axis. If *x* (the default value), the
 |          x coordinates refer to `layout.xaxis`. If *x2*, the x
 |          coordinates refer to `layout.xaxis2`, and so on.
 |      xcalendar
 |          Sets the calendar system to use with `x` date data.
 |      xsrc
 |          Sets the source reference on plot.ly for  x .
 |      y
 |          Sets the y coordinates.
 |      y0
 |          Alternate to `y`. Builds a linear space of y
 |          coordinates. Use with `dy` where `y0` is the starting
 |          coordinate and `dy` the step.
 |      yaxis
 |          Sets a reference between this trace's y coordinates and
 |          a 2D cartesian y axis. If *y* (the default value), the
 |          y coordinates refer to `layout.yaxis`. If *y2*, the y
 |          coordinates refer to `layout.yaxis2`, and so on.
 |      ycalendar
 |          Sets the calendar system to use with `y` date data.
 |      ysrc
 |          Sets the source reference on plot.ly for  y .
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Bar
 |
 |  add_box(self, boxmean=None, boxpoints=None, customdata=None, customdatasrc=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hoveron=None, ids=None, idssrc=None, jitter=None, legendgroup=None, line=None, marker=None, name=None, notched=None, notchwidth=None, opacity=None, orientation=None, pointpos=None, selected=None, selectedpoints=None, showlegend=None, stream=None, text=None, textsrc=None, uid=None, unselected=None, visible=None, whiskerwidth=None, x=None, x0=None, xaxis=None, xcalendar=None, xsrc=None, y=None, y0=None, yaxis=None, ycalendar=None, ysrc=None, row=None, col=None, **kwargs)
 |      Add a new Box trace
 |
 |      In vertical (horizontal) box plots, statistics are computed
 |      using `y` (`x`) values. By supplying an `x` (`y`) array, one
 |      box per distinct x (y) value is drawn If no `x` (`y`) {array}
 |      is provided, a single box is drawn. That box position is then
 |      positioned with with `name` or with `x0` (`y0`) if provided.
 |      Each box spans from quartile 1 (Q1) to quartile 3 (Q3). The
 |      second quartile (Q2) is marked by a line inside the box. By
 |      default, the whiskers correspond to the box' edges +/- 1.5
 |      times the interquartile range (IQR = Q3-Q1), see *boxpoints*
 |      for other options.
 |
 |      Parameters
 |      ----------
 |      boxmean
 |          If *true*, the mean of the box(es)' underlying
 |          distribution is drawn as a dashed line inside the
 |          box(es). If *sd* the standard deviation is also drawn.
 |      boxpoints
 |          If *outliers*, only the sample points lying outside the
 |          whiskers are shown If *suspectedoutliers*, the outlier
 |          points are shown and points either less than 4*Q1-3*Q3
 |          or greater than 4*Q3-3*Q1 are highlighted (see
 |          `outliercolor`) If *all*, all sample points are shown
 |          If *false*, only the box(es) are shown with no sample
 |          points
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      fillcolor
 |          Sets the fill color. Defaults to a half-transparent
 |          variant of the line color, marker color, or marker line
 |          color, whichever is available.
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.box.Hoverlabel instance or dict with
 |          compatible properties
 |      hoveron
 |          Do the hover effects highlight individual boxes  or
 |          sample points or both?
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      jitter
 |          Sets the amount of jitter in the sample points drawn.
 |          If *0*, the sample points align along the distribution
 |          axis. If *1*, the sample points are drawn in a random
 |          jitter of width equal to the width of the box(es).
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      line
 |          plotly.graph_objs.box.Line instance or dict with
 |          compatible properties
 |      marker
 |          plotly.graph_objs.box.Marker instance or dict with
 |          compatible properties
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover. For box traces, the name will
 |          also be used for the position coordinate, if `x` and
 |          `x0` (`y` and `y0` if horizontal) are missing and the
 |          position axis is categorical
 |      notched
 |          Determines whether or not notches should be drawn.
 |      notchwidth
 |          Sets the width of the notches relative to the box'
 |          width. For example, with 0, the notches are as wide as
 |          the box(es).
 |      opacity
 |          Sets the opacity of the trace.
 |      orientation
 |          Sets the orientation of the box(es). If *v* (*h*), the
 |          distribution is visualized along the vertical
 |          (horizontal).
 |      pointpos
 |          Sets the position of the sample points in relation to
 |          the box(es). If *0*, the sample points are places over
 |          the center of the box(es). Positive (negative) values
 |          correspond to positions to the right (left) for
 |          vertical boxes and above (below) for horizontal boxes
 |      selected
 |          plotly.graph_objs.box.Selected instance or dict with
 |          compatible properties
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      stream
 |          plotly.graph_objs.box.Stream instance or dict with
 |          compatible properties
 |      text
 |          Sets the text elements associated with each sample
 |          value. If a single string, the same string appears over
 |          all the data points. If an array of string, the items
 |          are mapped in order to the this trace's (x,y)
 |          coordinates. To be seen, trace `hoverinfo` must contain
 |          a *text* flag.
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      uid
 |
 |      unselected
 |          plotly.graph_objs.box.Unselected instance or dict with
 |          compatible properties
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      whiskerwidth
 |          Sets the width of the whiskers relative to the box'
 |          width. For example, with 1, the whiskers are as wide as
 |          the box(es).
 |      x
 |          Sets the x sample data or coordinates. See overview for
 |          more info.
 |      x0
 |          Sets the x coordinate of the box. See overview for more
 |          info.
 |      xaxis
 |          Sets a reference between this trace's x coordinates and
 |          a 2D cartesian x axis. If *x* (the default value), the
 |          x coordinates refer to `layout.xaxis`. If *x2*, the x
 |          coordinates refer to `layout.xaxis2`, and so on.
 |      xcalendar
 |          Sets the calendar system to use with `x` date data.
 |      xsrc
 |          Sets the source reference on plot.ly for  x .
 |      y
 |          Sets the y sample data or coordinates. See overview for
 |          more info.
 |      y0
 |          Sets the y coordinate of the box. See overview for more
 |          info.
 |      yaxis
 |          Sets a reference between this trace's y coordinates and
 |          a 2D cartesian y axis. If *y* (the default value), the
 |          y coordinates refer to `layout.yaxis`. If *y2*, the y
 |          coordinates refer to `layout.yaxis2`, and so on.
 |      ycalendar
 |          Sets the calendar system to use with `y` date data.
 |      ysrc
 |          Sets the source reference on plot.ly for  y .
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Box
 |
 |  add_candlestick(self, close=None, closesrc=None, customdata=None, customdatasrc=None, decreasing=None, high=None, highsrc=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, ids=None, idssrc=None, increasing=None, legendgroup=None, line=None, low=None, lowsrc=None, name=None, opacity=None, open=None, opensrc=None, selectedpoints=None, showlegend=None, stream=None, text=None, textsrc=None, uid=None, visible=None, whiskerwidth=None, x=None, xaxis=None, xcalendar=None, xsrc=None, yaxis=None, row=None, col=None, **kwargs)
 |      Add a new Candlestick trace
 |
 |      The candlestick is a style of financial chart describing open,
 |      high, low and close for a given `x` coordinate (most likely
 |      time). The boxes represent the spread between the `open` and
 |      `close` values and the lines represent the spread between the
 |      `low` and `high` values Sample points where the close value is
 |      higher (lower) then the open value are called increasing
 |      (decreasing). By default, increasing candles are drawn in green
 |      whereas decreasing are drawn in red.
 |
 |      Parameters
 |      ----------
 |      close
 |          Sets the close values.
 |      closesrc
 |          Sets the source reference on plot.ly for  close .
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      decreasing
 |          plotly.graph_objs.candlestick.Decreasing instance or
 |          dict with compatible properties
 |      high
 |          Sets the high values.
 |      highsrc
 |          Sets the source reference on plot.ly for  high .
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.candlestick.Hoverlabel instance or
 |          dict with compatible properties
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      increasing
 |          plotly.graph_objs.candlestick.Increasing instance or
 |          dict with compatible properties
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      line
 |          plotly.graph_objs.candlestick.Line instance or dict
 |          with compatible properties
 |      low
 |          Sets the low values.
 |      lowsrc
 |          Sets the source reference on plot.ly for  low .
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      opacity
 |          Sets the opacity of the trace.
 |      open
 |          Sets the open values.
 |      opensrc
 |          Sets the source reference on plot.ly for  open .
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      stream
 |          plotly.graph_objs.candlestick.Stream instance or dict
 |          with compatible properties
 |      text
 |          Sets hover text elements associated with each sample
 |          point. If a single string, the same string appears over
 |          all the data points. If an array of string, the items
 |          are mapped in order to this trace's sample points.
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      uid
 |
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      whiskerwidth
 |          Sets the width of the whiskers relative to the box'
 |          width. For example, with 1, the whiskers are as wide as
 |          the box(es).
 |      x
 |          Sets the x coordinates. If absent, linear coordinate
 |          will be generated.
 |      xaxis
 |          Sets a reference between this trace's x coordinates and
 |          a 2D cartesian x axis. If *x* (the default value), the
 |          x coordinates refer to `layout.xaxis`. If *x2*, the x
 |          coordinates refer to `layout.xaxis2`, and so on.
 |      xcalendar
 |          Sets the calendar system to use with `x` date data.
 |      xsrc
 |          Sets the source reference on plot.ly for  x .
 |      yaxis
 |          Sets a reference between this trace's y coordinates and
 |          a 2D cartesian y axis. If *y* (the default value), the
 |          y coordinates refer to `layout.yaxis`. If *y2*, the y
 |          coordinates refer to `layout.yaxis2`, and so on.
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Candlestick
 |
 |  add_carpet(self, a=None, a0=None, aaxis=None, asrc=None, b=None, b0=None, baxis=None, bsrc=None, carpet=None, cheaterslope=None, color=None, customdata=None, customdatasrc=None, da=None, db=None, font=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, ids=None, idssrc=None, legendgroup=None, name=None, opacity=None, selectedpoints=None, showlegend=None, stream=None, uid=None, visible=None, x=None, xaxis=None, xsrc=None, y=None, yaxis=None, ysrc=None, row=None, col=None, **kwargs)
 |      Add a new Carpet trace
 |
 |      The data describing carpet axis layout is set in `y` and
 |      (optionally) also `x`. If only `y` is present, `x` the plot is
 |      interpreted as a cheater plot and is filled in using the `y`
 |      values. `x` and `y` may either be 2D arrays matching with each
 |      dimension matching that of `a` and `b`, or they may be 1D
 |      arrays with total length equal to that of `a` and `b`.
 |
 |      Parameters
 |      ----------
 |      a
 |          An array containing values of the first parameter value
 |      a0
 |          Alternate to `a`. Builds a linear space of a
 |          coordinates. Use with `da` where `a0` is the starting
 |          coordinate and `da` the step.
 |      aaxis
 |          plotly.graph_objs.carpet.Aaxis instance or dict with
 |          compatible properties
 |      asrc
 |          Sets the source reference on plot.ly for  a .
 |      b
 |          A two dimensional array of y coordinates at each carpet
 |          point.
 |      b0
 |          Alternate to `b`. Builds a linear space of a
 |          coordinates. Use with `db` where `b0` is the starting
 |          coordinate and `db` the step.
 |      baxis
 |          plotly.graph_objs.carpet.Baxis instance or dict with
 |          compatible properties
 |      bsrc
 |          Sets the source reference on plot.ly for  b .
 |      carpet
 |          An identifier for this carpet, so that `scattercarpet`
 |          and `scattercontour` traces can specify a carpet plot
 |          on which they lie
 |      cheaterslope
 |          The shift applied to each successive row of data in
 |          creating a cheater plot. Only used if `x` is been
 |          ommitted.
 |      color
 |          Sets default for all colors associated with this axis
 |          all at once: line, font, tick, and grid colors. Grid
 |          color is lightened by blending this with the plot
 |          background Individual pieces can override this.
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      da
 |          Sets the a coordinate step. See `a0` for more info.
 |      db
 |          Sets the b coordinate step. See `b0` for more info.
 |      font
 |          The default font used for axis & tick labels on this
 |          carpet
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.carpet.Hoverlabel instance or dict
 |          with compatible properties
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      opacity
 |          Sets the opacity of the trace.
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      stream
 |          plotly.graph_objs.carpet.Stream instance or dict with
 |          compatible properties
 |      uid
 |
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      x
 |          A two dimensional array of x coordinates at each carpet
 |          point. If ommitted, the plot is a cheater plot and the
 |          xaxis is hidden by default.
 |      xaxis
 |          Sets a reference between this trace's x coordinates and
 |          a 2D cartesian x axis. If *x* (the default value), the
 |          x coordinates refer to `layout.xaxis`. If *x2*, the x
 |          coordinates refer to `layout.xaxis2`, and so on.
 |      xsrc
 |          Sets the source reference on plot.ly for  x .
 |      y
 |          A two dimensional array of y coordinates at each carpet
 |          point.
 |      yaxis
 |          Sets a reference between this trace's y coordinates and
 |          a 2D cartesian y axis. If *y* (the default value), the
 |          y coordinates refer to `layout.yaxis`. If *y2*, the y
 |          coordinates refer to `layout.yaxis2`, and so on.
 |      ysrc
 |          Sets the source reference on plot.ly for  y .
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Carpet
 |
 |  add_choropleth(self, autocolorscale=None, colorbar=None, colorscale=None, customdata=None, customdatasrc=None, geo=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, ids=None, idssrc=None, legendgroup=None, locationmode=None, locations=None, locationssrc=None, marker=None, name=None, opacity=None, reversescale=None, selected=None, selectedpoints=None, showlegend=None, showscale=None, stream=None, text=None, textsrc=None, uid=None, unselected=None, visible=None, z=None, zauto=None, zmax=None, zmin=None, zsrc=None, row=None, col=None, **kwargs)
 |      Add a new Choropleth trace
 |
 |      The data that describes the choropleth value-to-color mapping
 |      is set in `z`. The geographic locations corresponding to each
 |      value in `z` are set in `locations`.
 |
 |      Parameters
 |      ----------
 |      autocolorscale
 |          Determines whether or not the colorscale is picked
 |          using the sign of the input z values.
 |      colorbar
 |          plotly.graph_objs.choropleth.ColorBar instance or dict
 |          with compatible properties
 |      colorscale
 |          Sets the colorscale. The colorscale must be an array
 |          containing arrays mapping a normalized value to an rgb,
 |          rgba, hex, hsl, hsv, or named color string. At minimum,
 |          a mapping for the lowest (0) and highest (1) values are
 |          required. For example, `[[0, 'rgb(0,0,255)', [1,
 |          'rgb(255,0,0)']]`. To control the bounds of the
 |          colorscale in z space, use zmin and zmax
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      geo
 |          Sets a reference between this trace's geospatial
 |          coordinates and a geographic map. If *geo* (the default
 |          value), the geospatial coordinates refer to
 |          `layout.geo`. If *geo2*, the geospatial coordinates
 |          refer to `layout.geo2`, and so on.
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.choropleth.Hoverlabel instance or
 |          dict with compatible properties
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      locationmode
 |          Determines the set of locations used to match entries
 |          in `locations` to regions on the map.
 |      locations
 |          Sets the coordinates via location IDs or names. See
 |          `locationmode` for more info.
 |      locationssrc
 |          Sets the source reference on plot.ly for  locations .
 |      marker
 |          plotly.graph_objs.choropleth.Marker instance or dict
 |          with compatible properties
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      opacity
 |          Sets the opacity of the trace.
 |      reversescale
 |          Reverses the colorscale.
 |      selected
 |          plotly.graph_objs.choropleth.Selected instance or dict
 |          with compatible properties
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      showscale
 |          Determines whether or not a colorbar is displayed for
 |          this trace.
 |      stream
 |          plotly.graph_objs.choropleth.Stream instance or dict
 |          with compatible properties
 |      text
 |          Sets the text elements associated with each location.
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      uid
 |
 |      unselected
 |          plotly.graph_objs.choropleth.Unselected instance or
 |          dict with compatible properties
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      z
 |          Sets the color values.
 |      zauto
 |          Determines the whether or not the color domain is
 |          computed with respect to the input data.
 |      zmax
 |          Sets the upper bound of color domain.
 |      zmin
 |          Sets the lower bound of color domain.
 |      zsrc
 |          Sets the source reference on plot.ly for  z .
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Choropleth
 |
 |  add_cone(self, anchor=None, autocolorscale=None, cauto=None, cmax=None, cmin=None, colorbar=None, colorscale=None, customdata=None, customdatasrc=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, ids=None, idssrc=None, legendgroup=None, lighting=None, lightposition=None, name=None, opacity=None, reversescale=None, scene=None, selectedpoints=None, showlegend=None, showscale=None, sizemode=None, sizeref=None, stream=None, text=None, textsrc=None, u=None, uid=None, usrc=None, v=None, visible=None, vsrc=None, w=None, wsrc=None, x=None, xsrc=None, y=None, ysrc=None, z=None, zsrc=None, row=None, col=None, **kwargs)
 |      Add a new Cone trace
 |
 |      Use cone traces to visualize vector fields.  Specify a vector
 |      field using 6 1D arrays, 3 position arrays `x`, `y` and `z` and
 |      3 vector component arrays `u`, `v`, `w`. The cones are drawn
 |      exactly at the positions given by `x`, `y` and `z`.
 |
 |      Parameters
 |      ----------
 |      anchor
 |          Sets the cones' anchor with respect to their x/y/z
 |          positions. Note that *cm* denote the cone's center of
 |          mass which corresponds to 1/4 from the tail to tip.
 |      autocolorscale
 |          Has an effect only if `color` is set to a numerical
 |          array. Determines whether the colorscale is a default
 |          palette (`autocolorscale: true`) or the palette
 |          determined by `colorscale`. In case `colorscale` is
 |          unspecified or `autocolorscale` is true, the default
 |          palette will be chosen according to whether numbers in
 |          the `color` array are all positive, all negative or
 |          mixed.
 |      cauto
 |          Has an effect only if `color` is set to a numerical
 |          array and `cmin`, `cmax` are set by the user. In this
 |          case, it controls whether the range of colors in
 |          `colorscale` is mapped to the range of values in the
 |          `color` array (`cauto: true`), or the `cmin`/`cmax`
 |          values (`cauto: false`). Defaults to `false` when
 |          `cmin`, `cmax` are set by the user.
 |      cmax
 |          Has an effect only if `color` is set to a numerical
 |          array. Sets the upper bound of the color domain. Value
 |          should be associated to the `color` array index, and if
 |          set, `cmin` must be set as well.
 |      cmin
 |          Has an effect only if `color` is set to a numerical
 |          array. Sets the lower bound of the color domain. Value
 |          should be associated to the `color` array index, and if
 |          set, `cmax` must be set as well.
 |      colorbar
 |          plotly.graph_objs.cone.ColorBar instance or dict with
 |          compatible properties
 |      colorscale
 |          Sets the colorscale and only has an effect if `color`
 |          is set to a numerical array. The colorscale must be an
 |          array containing arrays mapping a normalized value to
 |          an rgb, rgba, hex, hsl, hsv, or named color string. At
 |          minimum, a mapping for the lowest (0) and highest (1)
 |          values are required. For example, `[[0, 'rgb(0,0,255)',
 |          [1, 'rgb(255,0,0)']]`. To control the bounds of the
 |          colorscale in color space, use `cmin` and `cmax`.
 |          Alternatively, `colorscale` may be a palette name
 |          string of the following list: Greys, YlGnBu, Greens,
 |          YlOrRd, Bluered, RdBu, Reds, Blues, Picnic, Rainbow,
 |          Portland, Jet, Hot, Blackbody, Earth, Electric,
 |          Viridis, Cividis
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.cone.Hoverlabel instance or dict with
 |          compatible properties
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      lighting
 |          plotly.graph_objs.cone.Lighting instance or dict with
 |          compatible properties
 |      lightposition
 |          plotly.graph_objs.cone.Lightposition instance or dict
 |          with compatible properties
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      opacity
 |          Sets the opacity of the surface.
 |      reversescale
 |          Has an effect only if `color` is set to a numerical
 |          array. Reverses the color mapping if true (`cmin` will
 |          correspond to the last color in the array and `cmax`
 |          will correspond to the first color).
 |      scene
 |          Sets a reference between this trace's 3D coordinate
 |          system and a 3D scene. If *scene* (the default value),
 |          the (x,y,z) coordinates refer to `layout.scene`. If
 |          *scene2*, the (x,y,z) coordinates refer to
 |          `layout.scene2`, and so on.
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      showscale
 |          Determines whether or not a colorbar is displayed for
 |          this trace.
 |      sizemode
 |          Determines whether `sizeref` is set as a *scaled* (i.e
 |          unitless) scalar (normalized by the max u/v/w norm in
 |          the vector field) or as *absolute* value (in the same
 |          units as the vector field).
 |      sizeref
 |          Adjusts the cone size scaling. The size of the cones is
 |          determined by their u/v/w norm multiplied a factor and
 |          `sizeref`. This factor (computed internally)
 |          corresponds to the minimum "time" to travel across two
 |          successive x/y/z positions at the average velocity of
 |          those two successive positions. All cones in a given
 |          trace use the same factor. With `sizemode` set to
 |          *scaled*, `sizeref` is unitless, its default value is
 |          *0.5* With `sizemode` set to *absolute*, `sizeref` has
 |          the same units as the u/v/w vector field, its the
 |          default value is half the sample's maximum vector norm.
 |      stream
 |          plotly.graph_objs.cone.Stream instance or dict with
 |          compatible properties
 |      text
 |          Sets the text elements associated with the cones. If
 |          trace `hoverinfo` contains a *text* flag and
 |          *hovertext* is not set, these elements will be seen in
 |          the hover labels.
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      u
 |          Sets the x components of the vector field.
 |      uid
 |
 |      usrc
 |          Sets the source reference on plot.ly for  u .
 |      v
 |          Sets the y components of the vector field.
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      vsrc
 |          Sets the source reference on plot.ly for  v .
 |      w
 |          Sets the z components of the vector field.
 |      wsrc
 |          Sets the source reference on plot.ly for  w .
 |      x
 |          Sets the x coordinates of the vector field and of the
 |          displayed cones.
 |      xsrc
 |          Sets the source reference on plot.ly for  x .
 |      y
 |          Sets the y coordinates of the vector field and of the
 |          displayed cones.
 |      ysrc
 |          Sets the source reference on plot.ly for  y .
 |      z
 |          Sets the z coordinates of the vector field and of the
 |          displayed cones.
 |      zsrc
 |          Sets the source reference on plot.ly for  z .
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Cone
 |
 |  add_contour(self, autocolorscale=None, autocontour=None, colorbar=None, colorscale=None, connectgaps=None, contours=None, customdata=None, customdatasrc=None, dx=None, dy=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, ids=None, idssrc=None, legendgroup=None, line=None, name=None, ncontours=None, opacity=None, reversescale=None, selectedpoints=None, showlegend=None, showscale=None, stream=None, text=None, textsrc=None, transpose=None, uid=None, visible=None, x=None, x0=None, xaxis=None, xcalendar=None, xsrc=None, xtype=None, y=None, y0=None, yaxis=None, ycalendar=None, ysrc=None, ytype=None, z=None, zauto=None, zhoverformat=None, zmax=None, zmin=None, zsrc=None, row=None, col=None, **kwargs)
 |      Add a new Contour trace
 |
 |      The data from which contour lines are computed is set in `z`.
 |      Data in `z` must be a {2D array} of numbers. Say that `z` has N
 |      rows and M columns, then by default, these N rows correspond to
 |      N y coordinates (set in `y` or auto-generated) and the M
 |      columns correspond to M x coordinates (set in `x` or auto-
 |      generated). By setting `transpose` to *true*, the above
 |      behavior is flipped.
 |
 |      Parameters
 |      ----------
 |      autocolorscale
 |          Determines whether or not the colorscale is picked
 |          using the sign of the input z values.
 |      autocontour
 |          Determines whether or not the contour level attributes
 |          are picked by an algorithm. If *true*, the number of
 |          contour levels can be set in `ncontours`. If *false*,
 |          set the contour level attributes in `contours`.
 |      colorbar
 |          plotly.graph_objs.contour.ColorBar instance or dict
 |          with compatible properties
 |      colorscale
 |          Sets the colorscale. The colorscale must be an array
 |          containing arrays mapping a normalized value to an rgb,
 |          rgba, hex, hsl, hsv, or named color string. At minimum,
 |          a mapping for the lowest (0) and highest (1) values are
 |          required. For example, `[[0, 'rgb(0,0,255)', [1,
 |          'rgb(255,0,0)']]`. To control the bounds of the
 |          colorscale in z space, use zmin and zmax
 |      connectgaps
 |          Determines whether or not gaps (i.e. {nan} or missing
 |          values) in the `z` data are filled in.
 |      contours
 |          plotly.graph_objs.contour.Contours instance or dict
 |          with compatible properties
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      dx
 |          Sets the x coordinate step. See `x0` for more info.
 |      dy
 |          Sets the y coordinate step. See `y0` for more info.
 |      fillcolor
 |          Sets the fill color if `contours.type` is *constraint*.
 |          Defaults to a half-transparent variant of the line
 |          color, marker color, or marker line color, whichever is
 |          available.
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.contour.Hoverlabel instance or dict
 |          with compatible properties
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      line
 |          plotly.graph_objs.contour.Line instance or dict with
 |          compatible properties
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      ncontours
 |          Sets the maximum number of contour levels. The actual
 |          number of contours will be chosen automatically to be
 |          less than or equal to the value of `ncontours`. Has an
 |          effect only if `autocontour` is *true* or if
 |          `contours.size` is missing.
 |      opacity
 |          Sets the opacity of the trace.
 |      reversescale
 |          Reverses the colorscale.
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      showscale
 |          Determines whether or not a colorbar is displayed for
 |          this trace.
 |      stream
 |          plotly.graph_objs.contour.Stream instance or dict with
 |          compatible properties
 |      text
 |          Sets the text elements associated with each z value.
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      transpose
 |          Transposes the z data.
 |      uid
 |
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      x
 |          Sets the x coordinates.
 |      x0
 |          Alternate to `x`. Builds a linear space of x
 |          coordinates. Use with `dx` where `x0` is the starting
 |          coordinate and `dx` the step.
 |      xaxis
 |          Sets a reference between this trace's x coordinates and
 |          a 2D cartesian x axis. If *x* (the default value), the
 |          x coordinates refer to `layout.xaxis`. If *x2*, the x
 |          coordinates refer to `layout.xaxis2`, and so on.
 |      xcalendar
 |          Sets the calendar system to use with `x` date data.
 |      xsrc
 |          Sets the source reference on plot.ly for  x .
 |      xtype
 |          If *array*, the heatmap's x coordinates are given by
 |          *x* (the default behavior when `x` is provided). If
 |          *scaled*, the heatmap's x coordinates are given by *x0*
 |          and *dx* (the default behavior when `x` is not
 |          provided).
 |      y
 |          Sets the y coordinates.
 |      y0
 |          Alternate to `y`. Builds a linear space of y
 |          coordinates. Use with `dy` where `y0` is the starting
 |          coordinate and `dy` the step.
 |      yaxis
 |          Sets a reference between this trace's y coordinates and
 |          a 2D cartesian y axis. If *y* (the default value), the
 |          y coordinates refer to `layout.yaxis`. If *y2*, the y
 |          coordinates refer to `layout.yaxis2`, and so on.
 |      ycalendar
 |          Sets the calendar system to use with `y` date data.
 |      ysrc
 |          Sets the source reference on plot.ly for  y .
 |      ytype
 |          If *array*, the heatmap's y coordinates are given by
 |          *y* (the default behavior when `y` is provided) If
 |          *scaled*, the heatmap's y coordinates are given by *y0*
 |          and *dy* (the default behavior when `y` is not
 |          provided)
 |      z
 |          Sets the z data.
 |      zauto
 |          Determines the whether or not the color domain is
 |          computed with respect to the input data.
 |      zhoverformat
 |          Sets the hover text formatting rule using d3 formatting
 |          mini-languages which are very similar to those in
 |          Python. See: https://github.com/d3/d3-format/blob/maste
 |          r/README.md#locale_format
 |      zmax
 |          Sets the upper bound of color domain.
 |      zmin
 |          Sets the lower bound of color domain.
 |      zsrc
 |          Sets the source reference on plot.ly for  z .
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Contour
 |
 |  add_contourcarpet(self, a=None, a0=None, asrc=None, atype=None, autocolorscale=None, autocontour=None, b=None, b0=None, bsrc=None, btype=None, carpet=None, colorbar=None, colorscale=None, contours=None, customdata=None, customdatasrc=None, da=None, db=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, ids=None, idssrc=None, legendgroup=None, line=None, name=None, ncontours=None, opacity=None, reversescale=None, selectedpoints=None, showlegend=None, showscale=None, stream=None, text=None, textsrc=None, transpose=None, uid=None, visible=None, xaxis=None, yaxis=None, z=None, zauto=None, zmax=None, zmin=None, zsrc=None, row=None, col=None, **kwargs)
 |      Add a new Contourcarpet trace
 |
 |      Plots contours on either the first carpet axis or the carpet
 |      axis with a matching `carpet` attribute. Data `z` is
 |      interpreted as matching that of the corresponding carpet axis.
 |
 |      Parameters
 |      ----------
 |      a
 |          Sets the x coordinates.
 |      a0
 |          Alternate to `x`. Builds a linear space of x
 |          coordinates. Use with `dx` where `x0` is the starting
 |          coordinate and `dx` the step.
 |      asrc
 |          Sets the source reference on plot.ly for  a .
 |      atype
 |          If *array*, the heatmap's x coordinates are given by
 |          *x* (the default behavior when `x` is provided). If
 |          *scaled*, the heatmap's x coordinates are given by *x0*
 |          and *dx* (the default behavior when `x` is not
 |          provided).
 |      autocolorscale
 |          Determines whether or not the colorscale is picked
 |          using the sign of the input z values.
 |      autocontour
 |          Determines whether or not the contour level attributes
 |          are picked by an algorithm. If *true*, the number of
 |          contour levels can be set in `ncontours`. If *false*,
 |          set the contour level attributes in `contours`.
 |      b
 |          Sets the y coordinates.
 |      b0
 |          Alternate to `y`. Builds a linear space of y
 |          coordinates. Use with `dy` where `y0` is the starting
 |          coordinate and `dy` the step.
 |      bsrc
 |          Sets the source reference on plot.ly for  b .
 |      btype
 |          If *array*, the heatmap's y coordinates are given by
 |          *y* (the default behavior when `y` is provided) If
 |          *scaled*, the heatmap's y coordinates are given by *y0*
 |          and *dy* (the default behavior when `y` is not
 |          provided)
 |      carpet
 |          The `carpet` of the carpet axes on which this contour
 |          trace lies
 |      colorbar
 |          plotly.graph_objs.contourcarpet.ColorBar instance or
 |          dict with compatible properties
 |      colorscale
 |          Sets the colorscale. The colorscale must be an array
 |          containing arrays mapping a normalized value to an rgb,
 |          rgba, hex, hsl, hsv, or named color string. At minimum,
 |          a mapping for the lowest (0) and highest (1) values are
 |          required. For example, `[[0, 'rgb(0,0,255)', [1,
 |          'rgb(255,0,0)']]`. To control the bounds of the
 |          colorscale in z space, use zmin and zmax
 |      contours
 |          plotly.graph_objs.contourcarpet.Contours instance or
 |          dict with compatible properties
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      da
 |          Sets the x coordinate step. See `x0` for more info.
 |      db
 |          Sets the y coordinate step. See `y0` for more info.
 |      fillcolor
 |          Sets the fill color if `contours.type` is *constraint*.
 |          Defaults to a half-transparent variant of the line
 |          color, marker color, or marker line color, whichever is
 |          available.
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.contourcarpet.Hoverlabel instance or
 |          dict with compatible properties
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      line
 |          plotly.graph_objs.contourcarpet.Line instance or dict
 |          with compatible properties
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      ncontours
 |          Sets the maximum number of contour levels. The actual
 |          number of contours will be chosen automatically to be
 |          less than or equal to the value of `ncontours`. Has an
 |          effect only if `autocontour` is *true* or if
 |          `contours.size` is missing.
 |      opacity
 |          Sets the opacity of the trace.
 |      reversescale
 |          Reverses the colorscale.
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      showscale
 |          Determines whether or not a colorbar is displayed for
 |          this trace.
 |      stream
 |          plotly.graph_objs.contourcarpet.Stream instance or dict
 |          with compatible properties
 |      text
 |          Sets the text elements associated with each z value.
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      transpose
 |          Transposes the z data.
 |      uid
 |
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      xaxis
 |          Sets a reference between this trace's x coordinates and
 |          a 2D cartesian x axis. If *x* (the default value), the
 |          x coordinates refer to `layout.xaxis`. If *x2*, the x
 |          coordinates refer to `layout.xaxis2`, and so on.
 |      yaxis
 |          Sets a reference between this trace's y coordinates and
 |          a 2D cartesian y axis. If *y* (the default value), the
 |          y coordinates refer to `layout.yaxis`. If *y2*, the y
 |          coordinates refer to `layout.yaxis2`, and so on.
 |      z
 |          Sets the z data.
 |      zauto
 |          Determines the whether or not the color domain is
 |          computed with respect to the input data.
 |      zmax
 |          Sets the upper bound of color domain.
 |      zmin
 |          Sets the lower bound of color domain.
 |      zsrc
 |          Sets the source reference on plot.ly for  z .
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Contourcarpet
 |
 |  add_heatmap(self, autocolorscale=None, colorbar=None, colorscale=None, connectgaps=None, customdata=None, customdatasrc=None, dx=None, dy=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, ids=None, idssrc=None, legendgroup=None, name=None, opacity=None, reversescale=None, selectedpoints=None, showlegend=None, showscale=None, stream=None, text=None, textsrc=None, transpose=None, uid=None, visible=None, x=None, x0=None, xaxis=None, xcalendar=None, xgap=None, xsrc=None, xtype=None, y=None, y0=None, yaxis=None, ycalendar=None, ygap=None, ysrc=None, ytype=None, z=None, zauto=None, zhoverformat=None, zmax=None, zmin=None, zsmooth=None, zsrc=None, row=None, col=None, **kwargs)
 |      Add a new Heatmap trace
 |
 |      The data that describes the heatmap value-to-color mapping is
 |      set in `z`. Data in `z` can either be a {2D array} of values
 |      (ragged or not) or a 1D array of values. In the case where `z`
 |      is a {2D array}, say that `z` has N rows and M columns. Then,
 |      by default, the resulting heatmap will have N partitions along
 |      the y axis and M partitions along the x axis. In other words,
 |      the i-th row/ j-th column cell in `z` is mapped to the i-th
 |      partition of the y axis (starting from the bottom of the plot)
 |      and the j-th partition of the x-axis (starting from the left of
 |      the plot). This behavior can be flipped by using `transpose`.
 |      Moreover, `x` (`y`) can be provided with M or M+1 (N or N+1)
 |      elements. If M (N), then the coordinates correspond to the
 |      center of the heatmap cells and the cells have equal width. If
 |      M+1 (N+1), then the coordinates correspond to the edges of the
 |      heatmap cells. In the case where `z` is a 1D {array}, the x and
 |      y coordinates must be provided in `x` and `y` respectively to
 |      form data triplets.
 |
 |      Parameters
 |      ----------
 |      autocolorscale
 |          Determines whether or not the colorscale is picked
 |          using the sign of the input z values.
 |      colorbar
 |          plotly.graph_objs.heatmap.ColorBar instance or dict
 |          with compatible properties
 |      colorscale
 |          Sets the colorscale. The colorscale must be an array
 |          containing arrays mapping a normalized value to an rgb,
 |          rgba, hex, hsl, hsv, or named color string. At minimum,
 |          a mapping for the lowest (0) and highest (1) values are
 |          required. For example, `[[0, 'rgb(0,0,255)', [1,
 |          'rgb(255,0,0)']]`. To control the bounds of the
 |          colorscale in z space, use zmin and zmax
 |      connectgaps
 |          Determines whether or not gaps (i.e. {nan} or missing
 |          values) in the `z` data are filled in.
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      dx
 |          Sets the x coordinate step. See `x0` for more info.
 |      dy
 |          Sets the y coordinate step. See `y0` for more info.
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.heatmap.Hoverlabel instance or dict
 |          with compatible properties
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      opacity
 |          Sets the opacity of the trace.
 |      reversescale
 |          Reverses the colorscale.
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      showscale
 |          Determines whether or not a colorbar is displayed for
 |          this trace.
 |      stream
 |          plotly.graph_objs.heatmap.Stream instance or dict with
 |          compatible properties
 |      text
 |          Sets the text elements associated with each z value.
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      transpose
 |          Transposes the z data.
 |      uid
 |
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      x
 |          Sets the x coordinates.
 |      x0
 |          Alternate to `x`. Builds a linear space of x
 |          coordinates. Use with `dx` where `x0` is the starting
 |          coordinate and `dx` the step.
 |      xaxis
 |          Sets a reference between this trace's x coordinates and
 |          a 2D cartesian x axis. If *x* (the default value), the
 |          x coordinates refer to `layout.xaxis`. If *x2*, the x
 |          coordinates refer to `layout.xaxis2`, and so on.
 |      xcalendar
 |          Sets the calendar system to use with `x` date data.
 |      xgap
 |          Sets the horizontal gap (in pixels) between bricks.
 |      xsrc
 |          Sets the source reference on plot.ly for  x .
 |      xtype
 |          If *array*, the heatmap's x coordinates are given by
 |          *x* (the default behavior when `x` is provided). If
 |          *scaled*, the heatmap's x coordinates are given by *x0*
 |          and *dx* (the default behavior when `x` is not
 |          provided).
 |      y
 |          Sets the y coordinates.
 |      y0
 |          Alternate to `y`. Builds a linear space of y
 |          coordinates. Use with `dy` where `y0` is the starting
 |          coordinate and `dy` the step.
 |      yaxis
 |          Sets a reference between this trace's y coordinates and
 |          a 2D cartesian y axis. If *y* (the default value), the
 |          y coordinates refer to `layout.yaxis`. If *y2*, the y
 |          coordinates refer to `layout.yaxis2`, and so on.
 |      ycalendar
 |          Sets the calendar system to use with `y` date data.
 |      ygap
 |          Sets the vertical gap (in pixels) between bricks.
 |      ysrc
 |          Sets the source reference on plot.ly for  y .
 |      ytype
 |          If *array*, the heatmap's y coordinates are given by
 |          *y* (the default behavior when `y` is provided) If
 |          *scaled*, the heatmap's y coordinates are given by *y0*
 |          and *dy* (the default behavior when `y` is not
 |          provided)
 |      z
 |          Sets the z data.
 |      zauto
 |          Determines the whether or not the color domain is
 |          computed with respect to the input data.
 |      zhoverformat
 |          Sets the hover text formatting rule using d3 formatting
 |          mini-languages which are very similar to those in
 |          Python. See: https://github.com/d3/d3-format/blob/maste
 |          r/README.md#locale_format
 |      zmax
 |          Sets the upper bound of color domain.
 |      zmin
 |          Sets the lower bound of color domain.
 |      zsmooth
 |          Picks a smoothing algorithm use to smooth `z` data.
 |      zsrc
 |          Sets the source reference on plot.ly for  z .
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Heatmap
 |
 |  add_heatmapgl(self, autocolorscale=None, colorbar=None, colorscale=None, customdata=None, customdatasrc=None, dx=None, dy=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, ids=None, idssrc=None, legendgroup=None, name=None, opacity=None, reversescale=None, selectedpoints=None, showlegend=None, showscale=None, stream=None, text=None, textsrc=None, transpose=None, uid=None, visible=None, x=None, x0=None, xaxis=None, xsrc=None, xtype=None, y=None, y0=None, yaxis=None, ysrc=None, ytype=None, z=None, zauto=None, zmax=None, zmin=None, zsrc=None, row=None, col=None, **kwargs)
 |      Add a new Heatmapgl trace
 |
 |      WebGL version of the heatmap trace type.
 |
 |      Parameters
 |      ----------
 |      autocolorscale
 |          Determines whether or not the colorscale is picked
 |          using the sign of the input z values.
 |      colorbar
 |          plotly.graph_objs.heatmapgl.ColorBar instance or dict
 |          with compatible properties
 |      colorscale
 |          Sets the colorscale. The colorscale must be an array
 |          containing arrays mapping a normalized value to an rgb,
 |          rgba, hex, hsl, hsv, or named color string. At minimum,
 |          a mapping for the lowest (0) and highest (1) values are
 |          required. For example, `[[0, 'rgb(0,0,255)', [1,
 |          'rgb(255,0,0)']]`. To control the bounds of the
 |          colorscale in z space, use zmin and zmax
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      dx
 |          Sets the x coordinate step. See `x0` for more info.
 |      dy
 |          Sets the y coordinate step. See `y0` for more info.
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.heatmapgl.Hoverlabel instance or dict
 |          with compatible properties
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      opacity
 |          Sets the opacity of the trace.
 |      reversescale
 |          Reverses the colorscale.
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      showscale
 |          Determines whether or not a colorbar is displayed for
 |          this trace.
 |      stream
 |          plotly.graph_objs.heatmapgl.Stream instance or dict
 |          with compatible properties
 |      text
 |          Sets the text elements associated with each z value.
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      transpose
 |          Transposes the z data.
 |      uid
 |
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      x
 |          Sets the x coordinates.
 |      x0
 |          Alternate to `x`. Builds a linear space of x
 |          coordinates. Use with `dx` where `x0` is the starting
 |          coordinate and `dx` the step.
 |      xaxis
 |          Sets a reference between this trace's x coordinates and
 |          a 2D cartesian x axis. If *x* (the default value), the
 |          x coordinates refer to `layout.xaxis`. If *x2*, the x
 |          coordinates refer to `layout.xaxis2`, and so on.
 |      xsrc
 |          Sets the source reference on plot.ly for  x .
 |      xtype
 |          If *array*, the heatmap's x coordinates are given by
 |          *x* (the default behavior when `x` is provided). If
 |          *scaled*, the heatmap's x coordinates are given by *x0*
 |          and *dx* (the default behavior when `x` is not
 |          provided).
 |      y
 |          Sets the y coordinates.
 |      y0
 |          Alternate to `y`. Builds a linear space of y
 |          coordinates. Use with `dy` where `y0` is the starting
 |          coordinate and `dy` the step.
 |      yaxis
 |          Sets a reference between this trace's y coordinates and
 |          a 2D cartesian y axis. If *y* (the default value), the
 |          y coordinates refer to `layout.yaxis`. If *y2*, the y
 |          coordinates refer to `layout.yaxis2`, and so on.
 |      ysrc
 |          Sets the source reference on plot.ly for  y .
 |      ytype
 |          If *array*, the heatmap's y coordinates are given by
 |          *y* (the default behavior when `y` is provided) If
 |          *scaled*, the heatmap's y coordinates are given by *y0*
 |          and *dy* (the default behavior when `y` is not
 |          provided)
 |      z
 |          Sets the z data.
 |      zauto
 |          Determines the whether or not the color domain is
 |          computed with respect to the input data.
 |      zmax
 |          Sets the upper bound of color domain.
 |      zmin
 |          Sets the lower bound of color domain.
 |      zsrc
 |          Sets the source reference on plot.ly for  z .
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Heatmapgl
 |
 |  add_histogram(self, autobinx=None, autobiny=None, cumulative=None, customdata=None, customdatasrc=None, error_x=None, error_y=None, histfunc=None, histnorm=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, ids=None, idssrc=None, legendgroup=None, marker=None, name=None, nbinsx=None, nbinsy=None, opacity=None, orientation=None, selected=None, selectedpoints=None, showlegend=None, stream=None, text=None, textsrc=None, uid=None, unselected=None, visible=None, x=None, xaxis=None, xbins=None, xcalendar=None, xsrc=None, y=None, yaxis=None, ybins=None, ycalendar=None, ysrc=None, row=None, col=None, **kwargs)
 |      Add a new Histogram trace
 |
 |      The sample data from which statistics are computed is set in
 |      `x` for vertically spanning histograms and in `y` for
 |      horizontally spanning histograms. Binning options are set
 |      `xbins` and `ybins` respectively if no aggregation data is
 |      provided.
 |
 |      Parameters
 |      ----------
 |      autobinx
 |          Determines whether or not the x axis bin attributes are
 |          picked by an algorithm. Note that this should be set to
 |          false if you want to manually set the number of bins
 |          using the attributes in xbins.
 |      autobiny
 |          Determines whether or not the y axis bin attributes are
 |          picked by an algorithm. Note that this should be set to
 |          false if you want to manually set the number of bins
 |          using the attributes in ybins.
 |      cumulative
 |          plotly.graph_objs.histogram.Cumulative instance or dict
 |          with compatible properties
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      error_x
 |          plotly.graph_objs.histogram.ErrorX instance or dict
 |          with compatible properties
 |      error_y
 |          plotly.graph_objs.histogram.ErrorY instance or dict
 |          with compatible properties
 |      histfunc
 |          Specifies the binning function used for this histogram
 |          trace. If *count*, the histogram values are computed by
 |          counting the number of values lying inside each bin. If
 |          *sum*, *avg*, *min*, *max*, the histogram values are
 |          computed using the sum, the average, the minimum or the
 |          maximum of the values lying inside each bin
 |          respectively.
 |      histnorm
 |          Specifies the type of normalization used for this
 |          histogram trace. If **, the span of each bar
 |          corresponds to the number of occurrences (i.e. the
 |          number of data points lying inside the bins). If
 |          *percent* / *probability*, the span of each bar
 |          corresponds to the percentage / fraction of occurrences
 |          with respect to the total number of sample points
 |          (here, the sum of all bin HEIGHTS equals 100% / 1). If
 |          *density*, the span of each bar corresponds to the
 |          number of occurrences in a bin divided by the size of
 |          the bin interval (here, the sum of all bin AREAS equals
 |          the total number of sample points). If *probability
 |          density*, the area of each bar corresponds to the
 |          probability that an event will fall into the
 |          corresponding bin (here, the sum of all bin AREAS
 |          equals 1).
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.histogram.Hoverlabel instance or dict
 |          with compatible properties
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      marker
 |          plotly.graph_objs.histogram.Marker instance or dict
 |          with compatible properties
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      nbinsx
 |          Specifies the maximum number of desired bins. This
 |          value will be used in an algorithm that will decide the
 |          optimal bin size such that the histogram best
 |          visualizes the distribution of the data.
 |      nbinsy
 |          Specifies the maximum number of desired bins. This
 |          value will be used in an algorithm that will decide the
 |          optimal bin size such that the histogram best
 |          visualizes the distribution of the data.
 |      opacity
 |          Sets the opacity of the trace.
 |      orientation
 |          Sets the orientation of the bars. With *v* (*h*), the
 |          value of the each bar spans along the vertical
 |          (horizontal).
 |      selected
 |          plotly.graph_objs.histogram.Selected instance or dict
 |          with compatible properties
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      stream
 |          plotly.graph_objs.histogram.Stream instance or dict
 |          with compatible properties
 |      text
 |          Sets text elements associated with each (x,y) pair. If
 |          a single string, the same string appears over all the
 |          data points. If an array of string, the items are
 |          mapped in order to the this trace's (x,y) coordinates.
 |          If trace `hoverinfo` contains a *text* flag and
 |          *hovertext* is not set, these elements will be seen in
 |          the hover labels.
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      uid
 |
 |      unselected
 |          plotly.graph_objs.histogram.Unselected instance or dict
 |          with compatible properties
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      x
 |          Sets the sample data to be binned on the x axis.
 |      xaxis
 |          Sets a reference between this trace's x coordinates and
 |          a 2D cartesian x axis. If *x* (the default value), the
 |          x coordinates refer to `layout.xaxis`. If *x2*, the x
 |          coordinates refer to `layout.xaxis2`, and so on.
 |      xbins
 |          plotly.graph_objs.histogram.XBins instance or dict with
 |          compatible properties
 |      xcalendar
 |          Sets the calendar system to use with `x` date data.
 |      xsrc
 |          Sets the source reference on plot.ly for  x .
 |      y
 |          Sets the sample data to be binned on the y axis.
 |      yaxis
 |          Sets a reference between this trace's y coordinates and
 |          a 2D cartesian y axis. If *y* (the default value), the
 |          y coordinates refer to `layout.yaxis`. If *y2*, the y
 |          coordinates refer to `layout.yaxis2`, and so on.
 |      ybins
 |          plotly.graph_objs.histogram.YBins instance or dict with
 |          compatible properties
 |      ycalendar
 |          Sets the calendar system to use with `y` date data.
 |      ysrc
 |          Sets the source reference on plot.ly for  y .
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Histogram
 |
 |  add_histogram2d(self, autobinx=None, autobiny=None, autocolorscale=None, colorbar=None, colorscale=None, customdata=None, customdatasrc=None, histfunc=None, histnorm=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, ids=None, idssrc=None, legendgroup=None, marker=None, name=None, nbinsx=None, nbinsy=None, opacity=None, reversescale=None, selectedpoints=None, showlegend=None, showscale=None, stream=None, uid=None, visible=None, x=None, xaxis=None, xbins=None, xcalendar=None, xgap=None, xsrc=None, y=None, yaxis=None, ybins=None, ycalendar=None, ygap=None, ysrc=None, z=None, zauto=None, zhoverformat=None, zmax=None, zmin=None, zsmooth=None, zsrc=None, row=None, col=None, **kwargs)
 |      Add a new Histogram2d trace
 |
 |      The sample data from which statistics are computed is set in
 |      `x` and `y` (where `x` and `y` represent marginal
 |      distributions, binning is set in `xbins` and `ybins` in this
 |      case) or `z` (where `z` represent the 2D distribution and
 |      binning set, binning is set by `x` and `y` in this case). The
 |      resulting distribution is visualized as a heatmap.
 |
 |      Parameters
 |      ----------
 |      autobinx
 |          Determines whether or not the x axis bin attributes are
 |          picked by an algorithm. Note that this should be set to
 |          false if you want to manually set the number of bins
 |          using the attributes in xbins.
 |      autobiny
 |          Determines whether or not the y axis bin attributes are
 |          picked by an algorithm. Note that this should be set to
 |          false if you want to manually set the number of bins
 |          using the attributes in ybins.
 |      autocolorscale
 |          Determines whether or not the colorscale is picked
 |          using the sign of the input z values.
 |      colorbar
 |          plotly.graph_objs.histogram2d.ColorBar instance or dict
 |          with compatible properties
 |      colorscale
 |          Sets the colorscale. The colorscale must be an array
 |          containing arrays mapping a normalized value to an rgb,
 |          rgba, hex, hsl, hsv, or named color string. At minimum,
 |          a mapping for the lowest (0) and highest (1) values are
 |          required. For example, `[[0, 'rgb(0,0,255)', [1,
 |          'rgb(255,0,0)']]`. To control the bounds of the
 |          colorscale in z space, use zmin and zmax
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      histfunc
 |          Specifies the binning function used for this histogram
 |          trace. If *count*, the histogram values are computed by
 |          counting the number of values lying inside each bin. If
 |          *sum*, *avg*, *min*, *max*, the histogram values are
 |          computed using the sum, the average, the minimum or the
 |          maximum of the values lying inside each bin
 |          respectively.
 |      histnorm
 |          Specifies the type of normalization used for this
 |          histogram trace. If **, the span of each bar
 |          corresponds to the number of occurrences (i.e. the
 |          number of data points lying inside the bins). If
 |          *percent* / *probability*, the span of each bar
 |          corresponds to the percentage / fraction of occurrences
 |          with respect to the total number of sample points
 |          (here, the sum of all bin HEIGHTS equals 100% / 1). If
 |          *density*, the span of each bar corresponds to the
 |          number of occurrences in a bin divided by the size of
 |          the bin interval (here, the sum of all bin AREAS equals
 |          the total number of sample points). If *probability
 |          density*, the area of each bar corresponds to the
 |          probability that an event will fall into the
 |          corresponding bin (here, the sum of all bin AREAS
 |          equals 1).
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.histogram2d.Hoverlabel instance or
 |          dict with compatible properties
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      marker
 |          plotly.graph_objs.histogram2d.Marker instance or dict
 |          with compatible properties
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      nbinsx
 |          Specifies the maximum number of desired bins. This
 |          value will be used in an algorithm that will decide the
 |          optimal bin size such that the histogram best
 |          visualizes the distribution of the data.
 |      nbinsy
 |          Specifies the maximum number of desired bins. This
 |          value will be used in an algorithm that will decide the
 |          optimal bin size such that the histogram best
 |          visualizes the distribution of the data.
 |      opacity
 |          Sets the opacity of the trace.
 |      reversescale
 |          Reverses the colorscale.
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      showscale
 |          Determines whether or not a colorbar is displayed for
 |          this trace.
 |      stream
 |          plotly.graph_objs.histogram2d.Stream instance or dict
 |          with compatible properties
 |      uid
 |
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      x
 |          Sets the sample data to be binned on the x axis.
 |      xaxis
 |          Sets a reference between this trace's x coordinates and
 |          a 2D cartesian x axis. If *x* (the default value), the
 |          x coordinates refer to `layout.xaxis`. If *x2*, the x
 |          coordinates refer to `layout.xaxis2`, and so on.
 |      xbins
 |          plotly.graph_objs.histogram2d.XBins instance or dict
 |          with compatible properties
 |      xcalendar
 |          Sets the calendar system to use with `x` date data.
 |      xgap
 |          Sets the horizontal gap (in pixels) between bricks.
 |      xsrc
 |          Sets the source reference on plot.ly for  x .
 |      y
 |          Sets the sample data to be binned on the y axis.
 |      yaxis
 |          Sets a reference between this trace's y coordinates and
 |          a 2D cartesian y axis. If *y* (the default value), the
 |          y coordinates refer to `layout.yaxis`. If *y2*, the y
 |          coordinates refer to `layout.yaxis2`, and so on.
 |      ybins
 |          plotly.graph_objs.histogram2d.YBins instance or dict
 |          with compatible properties
 |      ycalendar
 |          Sets the calendar system to use with `y` date data.
 |      ygap
 |          Sets the vertical gap (in pixels) between bricks.
 |      ysrc
 |          Sets the source reference on plot.ly for  y .
 |      z
 |          Sets the aggregation data.
 |      zauto
 |          Determines the whether or not the color domain is
 |          computed with respect to the input data.
 |      zhoverformat
 |          Sets the hover text formatting rule using d3 formatting
 |          mini-languages which are very similar to those in
 |          Python. See: https://github.com/d3/d3-format/blob/maste
 |          r/README.md#locale_format
 |      zmax
 |          Sets the upper bound of color domain.
 |      zmin
 |          Sets the lower bound of color domain.
 |      zsmooth
 |          Picks a smoothing algorithm use to smooth `z` data.
 |      zsrc
 |          Sets the source reference on plot.ly for  z .
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Histogram2d
 |
 |  add_histogram2dcontour(self, autobinx=None, autobiny=None, autocolorscale=None, autocontour=None, colorbar=None, colorscale=None, contours=None, customdata=None, customdatasrc=None, histfunc=None, histnorm=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, ids=None, idssrc=None, legendgroup=None, line=None, marker=None, name=None, nbinsx=None, nbinsy=None, ncontours=None, opacity=None, reversescale=None, selectedpoints=None, showlegend=None, showscale=None, stream=None, uid=None, visible=None, x=None, xaxis=None, xbins=None, xcalendar=None, xsrc=None, y=None, yaxis=None, ybins=None, ycalendar=None, ysrc=None, z=None, zauto=None, zhoverformat=None, zmax=None, zmin=None, zsrc=None, row=None, col=None, **kwargs)
 |      Add a new Histogram2dContour trace
 |
 |      The sample data from which statistics are computed is set in
 |      `x` and `y` (where `x` and `y` represent marginal
 |      distributions, binning is set in `xbins` and `ybins` in this
 |      case) or `z` (where `z` represent the 2D distribution and
 |      binning set, binning is set by `x` and `y` in this case). The
 |      resulting distribution is visualized as a contour plot.
 |
 |      Parameters
 |      ----------
 |      autobinx
 |          Determines whether or not the x axis bin attributes are
 |          picked by an algorithm. Note that this should be set to
 |          false if you want to manually set the number of bins
 |          using the attributes in xbins.
 |      autobiny
 |          Determines whether or not the y axis bin attributes are
 |          picked by an algorithm. Note that this should be set to
 |          false if you want to manually set the number of bins
 |          using the attributes in ybins.
 |      autocolorscale
 |          Determines whether or not the colorscale is picked
 |          using the sign of the input z values.
 |      autocontour
 |          Determines whether or not the contour level attributes
 |          are picked by an algorithm. If *true*, the number of
 |          contour levels can be set in `ncontours`. If *false*,
 |          set the contour level attributes in `contours`.
 |      colorbar
 |          plotly.graph_objs.histogram2dcontour.ColorBar instance
 |          or dict with compatible properties
 |      colorscale
 |          Sets the colorscale. The colorscale must be an array
 |          containing arrays mapping a normalized value to an rgb,
 |          rgba, hex, hsl, hsv, or named color string. At minimum,
 |          a mapping for the lowest (0) and highest (1) values are
 |          required. For example, `[[0, 'rgb(0,0,255)', [1,
 |          'rgb(255,0,0)']]`. To control the bounds of the
 |          colorscale in z space, use zmin and zmax
 |      contours
 |          plotly.graph_objs.histogram2dcontour.Contours instance
 |          or dict with compatible properties
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      histfunc
 |          Specifies the binning function used for this histogram
 |          trace. If *count*, the histogram values are computed by
 |          counting the number of values lying inside each bin. If
 |          *sum*, *avg*, *min*, *max*, the histogram values are
 |          computed using the sum, the average, the minimum or the
 |          maximum of the values lying inside each bin
 |          respectively.
 |      histnorm
 |          Specifies the type of normalization used for this
 |          histogram trace. If **, the span of each bar
 |          corresponds to the number of occurrences (i.e. the
 |          number of data points lying inside the bins). If
 |          *percent* / *probability*, the span of each bar
 |          corresponds to the percentage / fraction of occurrences
 |          with respect to the total number of sample points
 |          (here, the sum of all bin HEIGHTS equals 100% / 1). If
 |          *density*, the span of each bar corresponds to the
 |          number of occurrences in a bin divided by the size of
 |          the bin interval (here, the sum of all bin AREAS equals
 |          the total number of sample points). If *probability
 |          density*, the area of each bar corresponds to the
 |          probability that an event will fall into the
 |          corresponding bin (here, the sum of all bin AREAS
 |          equals 1).
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.histogram2dcontour.Hoverlabel
 |          instance or dict with compatible properties
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      line
 |          plotly.graph_objs.histogram2dcontour.Line instance or
 |          dict with compatible properties
 |      marker
 |          plotly.graph_objs.histogram2dcontour.Marker instance or
 |          dict with compatible properties
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      nbinsx
 |          Specifies the maximum number of desired bins. This
 |          value will be used in an algorithm that will decide the
 |          optimal bin size such that the histogram best
 |          visualizes the distribution of the data.
 |      nbinsy
 |          Specifies the maximum number of desired bins. This
 |          value will be used in an algorithm that will decide the
 |          optimal bin size such that the histogram best
 |          visualizes the distribution of the data.
 |      ncontours
 |          Sets the maximum number of contour levels. The actual
 |          number of contours will be chosen automatically to be
 |          less than or equal to the value of `ncontours`. Has an
 |          effect only if `autocontour` is *true* or if
 |          `contours.size` is missing.
 |      opacity
 |          Sets the opacity of the trace.
 |      reversescale
 |          Reverses the colorscale.
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      showscale
 |          Determines whether or not a colorbar is displayed for
 |          this trace.
 |      stream
 |          plotly.graph_objs.histogram2dcontour.Stream instance or
 |          dict with compatible properties
 |      uid
 |
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      x
 |          Sets the sample data to be binned on the x axis.
 |      xaxis
 |          Sets a reference between this trace's x coordinates and
 |          a 2D cartesian x axis. If *x* (the default value), the
 |          x coordinates refer to `layout.xaxis`. If *x2*, the x
 |          coordinates refer to `layout.xaxis2`, and so on.
 |      xbins
 |          plotly.graph_objs.histogram2dcontour.XBins instance or
 |          dict with compatible properties
 |      xcalendar
 |          Sets the calendar system to use with `x` date data.
 |      xsrc
 |          Sets the source reference on plot.ly for  x .
 |      y
 |          Sets the sample data to be binned on the y axis.
 |      yaxis
 |          Sets a reference between this trace's y coordinates and
 |          a 2D cartesian y axis. If *y* (the default value), the
 |          y coordinates refer to `layout.yaxis`. If *y2*, the y
 |          coordinates refer to `layout.yaxis2`, and so on.
 |      ybins
 |          plotly.graph_objs.histogram2dcontour.YBins instance or
 |          dict with compatible properties
 |      ycalendar
 |          Sets the calendar system to use with `y` date data.
 |      ysrc
 |          Sets the source reference on plot.ly for  y .
 |      z
 |          Sets the aggregation data.
 |      zauto
 |          Determines the whether or not the color domain is
 |          computed with respect to the input data.
 |      zhoverformat
 |          Sets the hover text formatting rule using d3 formatting
 |          mini-languages which are very similar to those in
 |          Python. See: https://github.com/d3/d3-format/blob/maste
 |          r/README.md#locale_format
 |      zmax
 |          Sets the upper bound of color domain.
 |      zmin
 |          Sets the lower bound of color domain.
 |      zsrc
 |          Sets the source reference on plot.ly for  z .
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Histogram2dContour
 |
 |  add_mesh3d(self, alphahull=None, autocolorscale=None, cauto=None, cmax=None, cmin=None, color=None, colorbar=None, colorscale=None, contour=None, customdata=None, customdatasrc=None, delaunayaxis=None, facecolor=None, facecolorsrc=None, flatshading=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, i=None, ids=None, idssrc=None, intensity=None, intensitysrc=None, isrc=None, j=None, jsrc=None, k=None, ksrc=None, legendgroup=None, lighting=None, lightposition=None, name=None, opacity=None, reversescale=None, scene=None, selectedpoints=None, showlegend=None, showscale=None, stream=None, text=None, textsrc=None, uid=None, vertexcolor=None, vertexcolorsrc=None, visible=None, x=None, xcalendar=None, xsrc=None, y=None, ycalendar=None, ysrc=None, z=None, zcalendar=None, zsrc=None, row=None, col=None, **kwargs)
 |      Add a new Mesh3d trace
 |
 |      Draws sets of triangles with coordinates given by three
 |      1-dimensional arrays in `x`, `y`, `z` and (1) a sets of `i`,
 |      `j`, `k` indices (2) Delaunay triangulation or (3) the Alpha-
 |      shape algorithm or (4) the Convex-hull algorithm
 |
 |      Parameters
 |      ----------
 |      alphahull
 |          Determines how the mesh surface triangles are derived
 |          from the set of vertices (points) represented by the
 |          `x`, `y` and `z` arrays, if the `i`, `j`, `k` arrays
 |          are not supplied. For general use of `mesh3d` it is
 |          preferred that `i`, `j`, `k` are supplied. If *-1*,
 |          Delaunay triangulation is used, which is mainly
 |          suitable if the mesh is a single, more or less layer
 |          surface that is perpendicular to `delaunayaxis`. In
 |          case the `delaunayaxis` intersects the mesh surface at
 |          more than one point it will result triangles that are
 |          very long in the dimension of `delaunayaxis`. If *>0*,
 |          the alpha-shape algorithm is used. In this case, the
 |          positive `alphahull` value signals the use of the
 |          alpha-shape algorithm, _and_ its value acts as the
 |          parameter for the mesh fitting. If *0*,  the convex-
 |          hull algorithm is used. It is suitable for convex
 |          bodies or if the intention is to enclose the `x`, `y`
 |          and `z` point set into a convex hull.
 |      autocolorscale
 |          Has an effect only if `color` is set to a numerical
 |          array. Determines whether the colorscale is a default
 |          palette (`autocolorscale: true`) or the palette
 |          determined by `colorscale`. In case `colorscale` is
 |          unspecified or `autocolorscale` is true, the default
 |          palette will be chosen according to whether numbers in
 |          the `color` array are all positive, all negative or
 |          mixed.
 |      cauto
 |          Has an effect only if `color` is set to a numerical
 |          array and `cmin`, `cmax` are set by the user. In this
 |          case, it controls whether the range of colors in
 |          `colorscale` is mapped to the range of values in the
 |          `color` array (`cauto: true`), or the `cmin`/`cmax`
 |          values (`cauto: false`). Defaults to `false` when
 |          `cmin`, `cmax` are set by the user.
 |      cmax
 |          Has an effect only if `color` is set to a numerical
 |          array. Sets the upper bound of the color domain. Value
 |          should be associated to the `color` array index, and if
 |          set, `cmin` must be set as well.
 |      cmin
 |          Has an effect only if `color` is set to a numerical
 |          array. Sets the lower bound of the color domain. Value
 |          should be associated to the `color` array index, and if
 |          set, `cmax` must be set as well.
 |      color
 |          Sets the color of the whole mesh
 |      colorbar
 |          plotly.graph_objs.mesh3d.ColorBar instance or dict with
 |          compatible properties
 |      colorscale
 |          Sets the colorscale and only has an effect if `color`
 |          is set to a numerical array. The colorscale must be an
 |          array containing arrays mapping a normalized value to
 |          an rgb, rgba, hex, hsl, hsv, or named color string. At
 |          minimum, a mapping for the lowest (0) and highest (1)
 |          values are required. For example, `[[0, 'rgb(0,0,255)',
 |          [1, 'rgb(255,0,0)']]`. To control the bounds of the
 |          colorscale in color space, use `cmin` and `cmax`.
 |          Alternatively, `colorscale` may be a palette name
 |          string of the following list: Greys, YlGnBu, Greens,
 |          YlOrRd, Bluered, RdBu, Reds, Blues, Picnic, Rainbow,
 |          Portland, Jet, Hot, Blackbody, Earth, Electric,
 |          Viridis, Cividis
 |      contour
 |          plotly.graph_objs.mesh3d.Contour instance or dict with
 |          compatible properties
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      delaunayaxis
 |          Sets the Delaunay axis, which is the axis that is
 |          perpendicular to the surface of the Delaunay
 |          triangulation. It has an effect if `i`, `j`, `k` are
 |          not provided and `alphahull` is set to indicate
 |          Delaunay triangulation.
 |      facecolor
 |          Sets the color of each face Overrides *color* and
 |          *vertexcolor*.
 |      facecolorsrc
 |          Sets the source reference on plot.ly for  facecolor .
 |      flatshading
 |          Determines whether or not normal smoothing is applied
 |          to the meshes, creating meshes with an angular, low-
 |          poly look via flat reflections.
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.mesh3d.Hoverlabel instance or dict
 |          with compatible properties
 |      i
 |          A vector of vertex indices, i.e. integer values between
 |          0 and the length of the vertex vectors, representing
 |          the *first* vertex of a triangle. For example, `{i[m],
 |          j[m], k[m]}` together represent face m (triangle m) in
 |          the mesh, where `i[m] = n` points to the triplet
 |          `{x[n], y[n], z[n]}` in the vertex arrays. Therefore,
 |          each element in `i` represents a point in space, which
 |          is the first vertex of a triangle.
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      intensity
 |          Sets the vertex intensity values, used for plotting
 |          fields on meshes
 |      intensitysrc
 |          Sets the source reference on plot.ly for  intensity .
 |      isrc
 |          Sets the source reference on plot.ly for  i .
 |      j
 |          A vector of vertex indices, i.e. integer values between
 |          0 and the length of the vertex vectors, representing
 |          the *second* vertex of a triangle. For example, `{i[m],
 |          j[m], k[m]}`  together represent face m (triangle m) in
 |          the mesh, where `j[m] = n` points to the triplet
 |          `{x[n], y[n], z[n]}` in the vertex arrays. Therefore,
 |          each element in `j` represents a point in space, which
 |          is the second vertex of a triangle.
 |      jsrc
 |          Sets the source reference on plot.ly for  j .
 |      k
 |          A vector of vertex indices, i.e. integer values between
 |          0 and the length of the vertex vectors, representing
 |          the *third* vertex of a triangle. For example, `{i[m],
 |          j[m], k[m]}` together represent face m (triangle m) in
 |          the mesh, where `k[m] = n` points to the triplet
 |          `{x[n], y[n], z[n]}` in the vertex arrays. Therefore,
 |          each element in `k` represents a point in space, which
 |          is the third vertex of a triangle.
 |      ksrc
 |          Sets the source reference on plot.ly for  k .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      lighting
 |          plotly.graph_objs.mesh3d.Lighting instance or dict with
 |          compatible properties
 |      lightposition
 |          plotly.graph_objs.mesh3d.Lightposition instance or dict
 |          with compatible properties
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      opacity
 |          Sets the opacity of the surface.
 |      reversescale
 |          Has an effect only if `color` is set to a numerical
 |          array. Reverses the color mapping if true (`cmin` will
 |          correspond to the last color in the array and `cmax`
 |          will correspond to the first color).
 |      scene
 |          Sets a reference between this trace's 3D coordinate
 |          system and a 3D scene. If *scene* (the default value),
 |          the (x,y,z) coordinates refer to `layout.scene`. If
 |          *scene2*, the (x,y,z) coordinates refer to
 |          `layout.scene2`, and so on.
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      showscale
 |          Determines whether or not a colorbar is displayed for
 |          this trace.
 |      stream
 |          plotly.graph_objs.mesh3d.Stream instance or dict with
 |          compatible properties
 |      text
 |          Sets the text elements associated with the vertices. If
 |          trace `hoverinfo` contains a *text* flag and
 |          *hovertext* is not set, these elements will be seen in
 |          the hover labels.
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      uid
 |
 |      vertexcolor
 |          Sets the color of each vertex Overrides *color*.
 |      vertexcolorsrc
 |          Sets the source reference on plot.ly for  vertexcolor .
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      x
 |          Sets the X coordinates of the vertices. The nth element
 |          of vectors `x`, `y` and `z` jointly represent the X, Y
 |          and Z coordinates of the nth vertex.
 |      xcalendar
 |          Sets the calendar system to use with `x` date data.
 |      xsrc
 |          Sets the source reference on plot.ly for  x .
 |      y
 |          Sets the Y coordinates of the vertices. The nth element
 |          of vectors `x`, `y` and `z` jointly represent the X, Y
 |          and Z coordinates of the nth vertex.
 |      ycalendar
 |          Sets the calendar system to use with `y` date data.
 |      ysrc
 |          Sets the source reference on plot.ly for  y .
 |      z
 |          Sets the Z coordinates of the vertices. The nth element
 |          of vectors `x`, `y` and `z` jointly represent the X, Y
 |          and Z coordinates of the nth vertex.
 |      zcalendar
 |          Sets the calendar system to use with `z` date data.
 |      zsrc
 |          Sets the source reference on plot.ly for  z .
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Mesh3d
 |
 |  add_ohlc(self, close=None, closesrc=None, customdata=None, customdatasrc=None, decreasing=None, high=None, highsrc=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, ids=None, idssrc=None, increasing=None, legendgroup=None, line=None, low=None, lowsrc=None, name=None, opacity=None, open=None, opensrc=None, selectedpoints=None, showlegend=None, stream=None, text=None, textsrc=None, tickwidth=None, uid=None, visible=None, x=None, xaxis=None, xcalendar=None, xsrc=None, yaxis=None, row=None, col=None, **kwargs)
 |      Add a new Ohlc trace
 |
 |      The ohlc (short for Open-High-Low-Close) is a style of
 |      financial chart describing open, high, low and close for a
 |      given `x` coordinate (most likely time). The tip of the lines
 |      represent the `low` and `high` values and the horizontal
 |      segments represent the `open` and `close` values. Sample points
 |      where the close value is higher (lower) then the open value are
 |      called increasing (decreasing). By default, increasing items
 |      are drawn in green whereas decreasing are drawn in red.
 |
 |      Parameters
 |      ----------
 |      close
 |          Sets the close values.
 |      closesrc
 |          Sets the source reference on plot.ly for  close .
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      decreasing
 |          plotly.graph_objs.ohlc.Decreasing instance or dict with
 |          compatible properties
 |      high
 |          Sets the high values.
 |      highsrc
 |          Sets the source reference on plot.ly for  high .
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.ohlc.Hoverlabel instance or dict with
 |          compatible properties
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      increasing
 |          plotly.graph_objs.ohlc.Increasing instance or dict with
 |          compatible properties
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      line
 |          plotly.graph_objs.ohlc.Line instance or dict with
 |          compatible properties
 |      low
 |          Sets the low values.
 |      lowsrc
 |          Sets the source reference on plot.ly for  low .
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      opacity
 |          Sets the opacity of the trace.
 |      open
 |          Sets the open values.
 |      opensrc
 |          Sets the source reference on plot.ly for  open .
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      stream
 |          plotly.graph_objs.ohlc.Stream instance or dict with
 |          compatible properties
 |      text
 |          Sets hover text elements associated with each sample
 |          point. If a single string, the same string appears over
 |          all the data points. If an array of string, the items
 |          are mapped in order to this trace's sample points.
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      tickwidth
 |          Sets the width of the open/close tick marks relative to
 |          the *x* minimal interval.
 |      uid
 |
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      x
 |          Sets the x coordinates. If absent, linear coordinate
 |          will be generated.
 |      xaxis
 |          Sets a reference between this trace's x coordinates and
 |          a 2D cartesian x axis. If *x* (the default value), the
 |          x coordinates refer to `layout.xaxis`. If *x2*, the x
 |          coordinates refer to `layout.xaxis2`, and so on.
 |      xcalendar
 |          Sets the calendar system to use with `x` date data.
 |      xsrc
 |          Sets the source reference on plot.ly for  x .
 |      yaxis
 |          Sets a reference between this trace's y coordinates and
 |          a 2D cartesian y axis. If *y* (the default value), the
 |          y coordinates refer to `layout.yaxis`. If *y2*, the y
 |          coordinates refer to `layout.yaxis2`, and so on.
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Ohlc
 |
 |  add_parcoords(self, customdata=None, customdatasrc=None, dimensions=None, domain=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, ids=None, idssrc=None, labelfont=None, legendgroup=None, line=None, name=None, opacity=None, rangefont=None, selectedpoints=None, showlegend=None, stream=None, tickfont=None, uid=None, visible=None, row=None, col=None, **kwargs)
 |      Add a new Parcoords trace
 |
 |      Parallel coordinates for multidimensional exploratory data
 |      analysis. The samples are specified in `dimensions`. The colors
 |      are set in `line.color`.
 |
 |      Parameters
 |      ----------
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      dimensions
 |          The dimensions (variables) of the parallel coordinates
 |          chart. 2..60 dimensions are supported.
 |      domain
 |          plotly.graph_objs.parcoords.Domain instance or dict
 |          with compatible properties
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.parcoords.Hoverlabel instance or dict
 |          with compatible properties
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      labelfont
 |          Sets the font for the `dimension` labels.
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      line
 |          plotly.graph_objs.parcoords.Line instance or dict with
 |          compatible properties
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      opacity
 |          Sets the opacity of the trace.
 |      rangefont
 |          Sets the font for the `dimension` range values.
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      stream
 |          plotly.graph_objs.parcoords.Stream instance or dict
 |          with compatible properties
 |      tickfont
 |          Sets the font for the `dimension` tick values.
 |      uid
 |
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Parcoords
 |
 |  add_pie(self, customdata=None, customdatasrc=None, direction=None, dlabel=None, domain=None, hole=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, insidetextfont=None, label0=None, labels=None, labelssrc=None, legendgroup=None, marker=None, name=None, opacity=None, outsidetextfont=None, pull=None, pullsrc=None, rotation=None, scalegroup=None, selectedpoints=None, showlegend=None, sort=None, stream=None, text=None, textfont=None, textinfo=None, textposition=None, textpositionsrc=None, textsrc=None, uid=None, values=None, valuessrc=None, visible=None, row=None, col=None, **kwargs)
 |      Add a new Pie trace
 |
 |      A data visualized by the sectors of the pie is set in `values`.
 |      The sector labels are set in `labels`. The sector colors are
 |      set in `marker.colors`
 |
 |      Parameters
 |      ----------
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      direction
 |          Specifies the direction at which succeeding sectors
 |          follow one another.
 |      dlabel
 |          Sets the label step. See `label0` for more info.
 |      domain
 |          plotly.graph_objs.pie.Domain instance or dict with
 |          compatible properties
 |      hole
 |          Sets the fraction of the radius to cut out of the pie.
 |          Use this to make a donut chart.
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.pie.Hoverlabel instance or dict with
 |          compatible properties
 |      hovertext
 |          Sets hover text elements associated with each sector.
 |          If a single string, the same string appears for all
 |          data points. If an array of string, the items are
 |          mapped in order of this trace's sectors. To be seen,
 |          trace `hoverinfo` must contain a *text* flag.
 |      hovertextsrc
 |          Sets the source reference on plot.ly for  hovertext .
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      insidetextfont
 |          Sets the font used for `textinfo` lying inside the pie.
 |      label0
 |          Alternate to `labels`. Builds a numeric set of labels.
 |          Use with `dlabel` where `label0` is the starting label
 |          and `dlabel` the step.
 |      labels
 |          Sets the sector labels. If `labels` entries are
 |          duplicated, we sum associated `values` or simply count
 |          occurrences if `values` is not provided. For other
 |          array attributes (including color) we use the first
 |          non-empty entry among all occurrences of the label.
 |      labelssrc
 |          Sets the source reference on plot.ly for  labels .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      marker
 |          plotly.graph_objs.pie.Marker instance or dict with
 |          compatible properties
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      opacity
 |          Sets the opacity of the trace.
 |      outsidetextfont
 |          Sets the font used for `textinfo` lying outside the
 |          pie.
 |      pull
 |          Sets the fraction of larger radius to pull the sectors
 |          out from the center. This can be a constant to pull all
 |          slices apart from each other equally or an array to
 |          highlight one or more slices.
 |      pullsrc
 |          Sets the source reference on plot.ly for  pull .
 |      rotation
 |          Instead of the first slice starting at 12 o'clock,
 |          rotate to some other angle.
 |      scalegroup
 |          If there are multiple pies that should be sized
 |          according to their totals, link them by providing a
 |          non-empty group id here shared by every trace in the
 |          same group.
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      sort
 |          Determines whether or not the sectors are reordered
 |          from largest to smallest.
 |      stream
 |          plotly.graph_objs.pie.Stream instance or dict with
 |          compatible properties
 |      text
 |          Sets text elements associated with each sector. If
 |          trace `textinfo` contains a *text* flag, these elements
 |          will seen on the chart. If trace `hoverinfo` contains a
 |          *text* flag and *hovertext* is not set, these elements
 |          will be seen in the hover labels.
 |      textfont
 |          Sets the font used for `textinfo`.
 |      textinfo
 |          Determines which trace information appear on the graph.
 |      textposition
 |          Specifies the location of the `textinfo`.
 |      textpositionsrc
 |          Sets the source reference on plot.ly for  textposition
 |          .
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      uid
 |
 |      values
 |          Sets the values of the sectors of this pie chart. If
 |          omitted, we count occurrences of each label.
 |      valuessrc
 |          Sets the source reference on plot.ly for  values .
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Pie
 |
 |  add_pointcloud(self, customdata=None, customdatasrc=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, ids=None, idssrc=None, indices=None, indicessrc=None, legendgroup=None, marker=None, name=None, opacity=None, selectedpoints=None, showlegend=None, stream=None, text=None, textsrc=None, uid=None, visible=None, x=None, xaxis=None, xbounds=None, xboundssrc=None, xsrc=None, xy=None, xysrc=None, y=None, yaxis=None, ybounds=None, yboundssrc=None, ysrc=None, row=None, col=None, **kwargs)
 |      Add a new Pointcloud trace
 |
 |      The data visualized as a point cloud set in `x` and `y` using
 |      the WebGl plotting engine.
 |
 |      Parameters
 |      ----------
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.pointcloud.Hoverlabel instance or
 |          dict with compatible properties
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      indices
 |          A sequential value, 0..n, supply it to avoid creating
 |          this array inside plotting. If specified, it must be a
 |          typed `Int32Array` array. Its length must be equal to
 |          or greater than the number of points. For the best
 |          performance and memory use, create one large `indices`
 |          typed array that is guaranteed to be at least as long
 |          as the largest number of points during use, and reuse
 |          it on each `Plotly.restyle()` call.
 |      indicessrc
 |          Sets the source reference on plot.ly for  indices .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      marker
 |          plotly.graph_objs.pointcloud.Marker instance or dict
 |          with compatible properties
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      opacity
 |          Sets the opacity of the trace.
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      stream
 |          plotly.graph_objs.pointcloud.Stream instance or dict
 |          with compatible properties
 |      text
 |          Sets text elements associated with each (x,y) pair. If
 |          a single string, the same string appears over all the
 |          data points. If an array of string, the items are
 |          mapped in order to the this trace's (x,y) coordinates.
 |          If trace `hoverinfo` contains a *text* flag and
 |          *hovertext* is not set, these elements will be seen in
 |          the hover labels.
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      uid
 |
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      x
 |          Sets the x coordinates.
 |      xaxis
 |          Sets a reference between this trace's x coordinates and
 |          a 2D cartesian x axis. If *x* (the default value), the
 |          x coordinates refer to `layout.xaxis`. If *x2*, the x
 |          coordinates refer to `layout.xaxis2`, and so on.
 |      xbounds
 |          Specify `xbounds` in the shape of `[xMin, xMax] to
 |          avoid looping through the `xy` typed array. Use it in
 |          conjunction with `xy` and `ybounds` for the performance
 |          benefits.
 |      xboundssrc
 |          Sets the source reference on plot.ly for  xbounds .
 |      xsrc
 |          Sets the source reference on plot.ly for  x .
 |      xy
 |          Faster alternative to specifying `x` and `y`
 |          separately. If supplied, it must be a typed
 |          `Float32Array` array that represents points such that
 |          `xy[i * 2] = x[i]` and `xy[i * 2 + 1] = y[i]`
 |      xysrc
 |          Sets the source reference on plot.ly for  xy .
 |      y
 |          Sets the y coordinates.
 |      yaxis
 |          Sets a reference between this trace's y coordinates and
 |          a 2D cartesian y axis. If *y* (the default value), the
 |          y coordinates refer to `layout.yaxis`. If *y2*, the y
 |          coordinates refer to `layout.yaxis2`, and so on.
 |      ybounds
 |          Specify `ybounds` in the shape of `[yMin, yMax] to
 |          avoid looping through the `xy` typed array. Use it in
 |          conjunction with `xy` and `xbounds` for the performance
 |          benefits.
 |      yboundssrc
 |          Sets the source reference on plot.ly for  ybounds .
 |      ysrc
 |          Sets the source reference on plot.ly for  y .
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Pointcloud
 |
 |  add_sankey(self, arrangement=None, customdata=None, customdatasrc=None, domain=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, ids=None, idssrc=None, legendgroup=None, link=None, name=None, node=None, opacity=None, orientation=None, selectedpoints=None, showlegend=None, stream=None, textfont=None, uid=None, valueformat=None, valuesuffix=None, visible=None, row=None, col=None, **kwargs)
 |      Add a new Sankey trace
 |
 |      Sankey plots for network flow data analysis. The nodes are
 |      specified in `nodes` and the links between sources and targets
 |      in `links`. The colors are set in `nodes[i].color` and
 |      `links[i].color`; otherwise defaults are used.
 |
 |      Parameters
 |      ----------
 |      arrangement
 |          If value is `snap` (the default), the node arrangement
 |          is assisted by automatic snapping of elements to
 |          preserve space between nodes specified via `nodepad`.
 |          If value is `perpendicular`, the nodes can only move
 |          along a line perpendicular to the flow. If value is
 |          `freeform`, the nodes can freely move on the plane. If
 |          value is `fixed`, the nodes are stationary.
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      domain
 |          plotly.graph_objs.sankey.Domain instance or dict with
 |          compatible properties
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.sankey.Hoverlabel instance or dict
 |          with compatible properties
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      link
 |          The links of the Sankey plot.
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      node
 |          The nodes of the Sankey plot.
 |      opacity
 |          Sets the opacity of the trace.
 |      orientation
 |          Sets the orientation of the Sankey diagram.
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      stream
 |          plotly.graph_objs.sankey.Stream instance or dict with
 |          compatible properties
 |      textfont
 |          Sets the font for node labels
 |      uid
 |
 |      valueformat
 |          Sets the value formatting rule using d3 formatting
 |          mini-language which is similar to those of Python. See
 |          https://github.com/d3/d3-format/blob/master/README.md#l
 |          ocale_format
 |      valuesuffix
 |          Adds a unit to follow the value in the hover tooltip.
 |          Add a space if a separation is necessary from the
 |          value.
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Sankey
 |
 |  add_scatter(self, cliponaxis=None, connectgaps=None, customdata=None, customdatasrc=None, dx=None, dy=None, error_x=None, error_y=None, fill=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hoveron=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legendgroup=None, line=None, marker=None, mode=None, name=None, opacity=None, r=None, rsrc=None, selected=None, selectedpoints=None, showlegend=None, stream=None, t=None, text=None, textfont=None, textposition=None, textpositionsrc=None, textsrc=None, tsrc=None, uid=None, unselected=None, visible=None, x=None, x0=None, xaxis=None, xcalendar=None, xsrc=None, y=None, y0=None, yaxis=None, ycalendar=None, ysrc=None, row=None, col=None, **kwargs)
 |      Add a new Scatter trace
 |
 |      The scatter trace type encompasses line charts, scatter charts,
 |      text charts, and bubble charts. The data visualized as scatter
 |      point or lines is set in `x` and `y`. Text (appearing either on
 |      the chart or on hover only) is via `text`. Bubble charts are
 |      achieved by setting `marker.size` and/or `marker.color` to
 |      numerical arrays.
 |
 |      Parameters
 |      ----------
 |      cliponaxis
 |          Determines whether or not markers and text nodes are
 |          clipped about the subplot axes. To show markers and
 |          text nodes above axis lines and tick labels, make sure
 |          to set `xaxis.layer` and `yaxis.layer` to *below
 |          traces*.
 |      connectgaps
 |          Determines whether or not gaps (i.e. {nan} or missing
 |          values) in the provided data arrays are connected.
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      dx
 |          Sets the x coordinate step. See `x0` for more info.
 |      dy
 |          Sets the y coordinate step. See `y0` for more info.
 |      error_x
 |          plotly.graph_objs.scatter.ErrorX instance or dict with
 |          compatible properties
 |      error_y
 |          plotly.graph_objs.scatter.ErrorY instance or dict with
 |          compatible properties
 |      fill
 |          Sets the area to fill with a solid color. Use with
 |          `fillcolor` if not *none*. *tozerox* and *tozeroy* fill
 |          to x=0 and y=0 respectively. *tonextx* and *tonexty*
 |          fill between the endpoints of this trace and the
 |          endpoints of the trace before it, connecting those
 |          endpoints with straight lines (to make a stacked area
 |          graph); if there is no trace before it, they behave
 |          like *tozerox* and *tozeroy*. *toself* connects the
 |          endpoints of the trace (or each segment of the trace if
 |          it has gaps) into a closed shape. *tonext* fills the
 |          space between two traces if one completely encloses the
 |          other (eg consecutive contour lines), and behaves like
 |          *toself* if there is no trace before it. *tonext*
 |          should not be used if one trace does not enclose the
 |          other.
 |      fillcolor
 |          Sets the fill color. Defaults to a half-transparent
 |          variant of the line color, marker color, or marker line
 |          color, whichever is available.
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.scatter.Hoverlabel instance or dict
 |          with compatible properties
 |      hoveron
 |          Do the hover effects highlight individual points
 |          (markers or line points) or do they highlight filled
 |          regions? If the fill is *toself* or *tonext* and there
 |          are no markers or text, then the default is *fills*,
 |          otherwise it is *points*.
 |      hovertext
 |          Sets hover text elements associated with each (x,y)
 |          pair. If a single string, the same string appears over
 |          all the data points. If an array of string, the items
 |          are mapped in order to the this trace's (x,y)
 |          coordinates. To be seen, trace `hoverinfo` must contain
 |          a *text* flag.
 |      hovertextsrc
 |          Sets the source reference on plot.ly for  hovertext .
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      line
 |          plotly.graph_objs.scatter.Line instance or dict with
 |          compatible properties
 |      marker
 |          plotly.graph_objs.scatter.Marker instance or dict with
 |          compatible properties
 |      mode
 |          Determines the drawing mode for this scatter trace. If
 |          the provided `mode` includes *text* then the `text`
 |          elements appear at the coordinates. Otherwise, the
 |          `text` elements appear on hover. If there are less than
 |          20 points, then the default is *lines+markers*.
 |          Otherwise, *lines*.
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      opacity
 |          Sets the opacity of the trace.
 |      r
 |          For legacy polar chart only.Please switch to
 |          *scatterpolar* trace type.Sets the radial coordinates.
 |      rsrc
 |          Sets the source reference on plot.ly for  r .
 |      selected
 |          plotly.graph_objs.scatter.Selected instance or dict
 |          with compatible properties
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      stream
 |          plotly.graph_objs.scatter.Stream instance or dict with
 |          compatible properties
 |      t
 |          For legacy polar chart only.Please switch to
 |          *scatterpolar* trace type.Sets the angular coordinates.
 |      text
 |          Sets text elements associated with each (x,y) pair. If
 |          a single string, the same string appears over all the
 |          data points. If an array of string, the items are
 |          mapped in order to the this trace's (x,y) coordinates.
 |          If trace `hoverinfo` contains a *text* flag and
 |          *hovertext* is not set, these elements will be seen in
 |          the hover labels.
 |      textfont
 |          Sets the text font.
 |      textposition
 |          Sets the positions of the `text` elements with respects
 |          to the (x,y) coordinates.
 |      textpositionsrc
 |          Sets the source reference on plot.ly for  textposition
 |          .
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      tsrc
 |          Sets the source reference on plot.ly for  t .
 |      uid
 |
 |      unselected
 |          plotly.graph_objs.scatter.Unselected instance or dict
 |          with compatible properties
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      x
 |          Sets the x coordinates.
 |      x0
 |          Alternate to `x`. Builds a linear space of x
 |          coordinates. Use with `dx` where `x0` is the starting
 |          coordinate and `dx` the step.
 |      xaxis
 |          Sets a reference between this trace's x coordinates and
 |          a 2D cartesian x axis. If *x* (the default value), the
 |          x coordinates refer to `layout.xaxis`. If *x2*, the x
 |          coordinates refer to `layout.xaxis2`, and so on.
 |      xcalendar
 |          Sets the calendar system to use with `x` date data.
 |      xsrc
 |          Sets the source reference on plot.ly for  x .
 |      y
 |          Sets the y coordinates.
 |      y0
 |          Alternate to `y`. Builds a linear space of y
 |          coordinates. Use with `dy` where `y0` is the starting
 |          coordinate and `dy` the step.
 |      yaxis
 |          Sets a reference between this trace's y coordinates and
 |          a 2D cartesian y axis. If *y* (the default value), the
 |          y coordinates refer to `layout.yaxis`. If *y2*, the y
 |          coordinates refer to `layout.yaxis2`, and so on.
 |      ycalendar
 |          Sets the calendar system to use with `y` date data.
 |      ysrc
 |          Sets the source reference on plot.ly for  y .
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Scatter
 |
 |  add_scatter3d(self, connectgaps=None, customdata=None, customdatasrc=None, error_x=None, error_y=None, error_z=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legendgroup=None, line=None, marker=None, mode=None, name=None, opacity=None, projection=None, scene=None, selectedpoints=None, showlegend=None, stream=None, surfaceaxis=None, surfacecolor=None, text=None, textfont=None, textposition=None, textpositionsrc=None, textsrc=None, uid=None, visible=None, x=None, xcalendar=None, xsrc=None, y=None, ycalendar=None, ysrc=None, z=None, zcalendar=None, zsrc=None, row=None, col=None, **kwargs)
 |      Add a new Scatter3d trace
 |
 |      The data visualized as scatter point or lines in 3D dimension
 |      is set in `x`, `y`, `z`. Text (appearing either on the chart or
 |      on hover only) is via `text`. Bubble charts are achieved by
 |      setting `marker.size` and/or `marker.color` Projections are
 |      achieved via `projection`. Surface fills are achieved via
 |      `surfaceaxis`.
 |
 |      Parameters
 |      ----------
 |      connectgaps
 |          Determines whether or not gaps (i.e. {nan} or missing
 |          values) in the provided data arrays are connected.
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      error_x
 |          plotly.graph_objs.scatter3d.ErrorX instance or dict
 |          with compatible properties
 |      error_y
 |          plotly.graph_objs.scatter3d.ErrorY instance or dict
 |          with compatible properties
 |      error_z
 |          plotly.graph_objs.scatter3d.ErrorZ instance or dict
 |          with compatible properties
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.scatter3d.Hoverlabel instance or dict
 |          with compatible properties
 |      hovertext
 |          Sets text elements associated with each (x,y,z)
 |          triplet. If a single string, the same string appears
 |          over all the data points. If an array of string, the
 |          items are mapped in order to the this trace's (x,y,z)
 |          coordinates. To be seen, trace `hoverinfo` must contain
 |          a *text* flag.
 |      hovertextsrc
 |          Sets the source reference on plot.ly for  hovertext .
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      line
 |          plotly.graph_objs.scatter3d.Line instance or dict with
 |          compatible properties
 |      marker
 |          plotly.graph_objs.scatter3d.Marker instance or dict
 |          with compatible properties
 |      mode
 |          Determines the drawing mode for this scatter trace. If
 |          the provided `mode` includes *text* then the `text`
 |          elements appear at the coordinates. Otherwise, the
 |          `text` elements appear on hover. If there are less than
 |          20 points, then the default is *lines+markers*.
 |          Otherwise, *lines*.
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      opacity
 |          Sets the opacity of the trace.
 |      projection
 |          plotly.graph_objs.scatter3d.Projection instance or dict
 |          with compatible properties
 |      scene
 |          Sets a reference between this trace's 3D coordinate
 |          system and a 3D scene. If *scene* (the default value),
 |          the (x,y,z) coordinates refer to `layout.scene`. If
 |          *scene2*, the (x,y,z) coordinates refer to
 |          `layout.scene2`, and so on.
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      stream
 |          plotly.graph_objs.scatter3d.Stream instance or dict
 |          with compatible properties
 |      surfaceaxis
 |          If *-1*, the scatter points are not fill with a surface
 |          If *0*, *1*, *2*, the scatter points are filled with a
 |          Delaunay surface about the x, y, z respectively.
 |      surfacecolor
 |          Sets the surface fill color.
 |      text
 |          Sets text elements associated with each (x,y,z)
 |          triplet. If a single string, the same string appears
 |          over all the data points. If an array of string, the
 |          items are mapped in order to the this trace's (x,y,z)
 |          coordinates. If trace `hoverinfo` contains a *text*
 |          flag and *hovertext* is not set, these elements will be
 |          seen in the hover labels.
 |      textfont
 |          Sets the text font.
 |      textposition
 |          Sets the positions of the `text` elements with respects
 |          to the (x,y) coordinates.
 |      textpositionsrc
 |          Sets the source reference on plot.ly for  textposition
 |          .
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      uid
 |
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      x
 |          Sets the x coordinates.
 |      xcalendar
 |          Sets the calendar system to use with `x` date data.
 |      xsrc
 |          Sets the source reference on plot.ly for  x .
 |      y
 |          Sets the y coordinates.
 |      ycalendar
 |          Sets the calendar system to use with `y` date data.
 |      ysrc
 |          Sets the source reference on plot.ly for  y .
 |      z
 |          Sets the z coordinates.
 |      zcalendar
 |          Sets the calendar system to use with `z` date data.
 |      zsrc
 |          Sets the source reference on plot.ly for  z .
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Scatter3d
 |
 |  add_scattercarpet(self, a=None, asrc=None, b=None, bsrc=None, carpet=None, connectgaps=None, customdata=None, customdatasrc=None, fill=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hoveron=None, ids=None, idssrc=None, legendgroup=None, line=None, marker=None, mode=None, name=None, opacity=None, selected=None, selectedpoints=None, showlegend=None, stream=None, text=None, textfont=None, textposition=None, textpositionsrc=None, textsrc=None, uid=None, unselected=None, visible=None, xaxis=None, yaxis=None, row=None, col=None, **kwargs)
 |      Add a new Scattercarpet trace
 |
 |      Plots a scatter trace on either the first carpet axis or the
 |      carpet axis with a matching `carpet` attribute.
 |
 |      Parameters
 |      ----------
 |      a
 |          Sets the quantity of component `a` in each data point.
 |          If `a`, `b`, and `c` are all provided, they need not be
 |          normalized, only the relative values matter. If only
 |          two arrays are provided they must be normalized to
 |          match `ternary<i>.sum`.
 |      asrc
 |          Sets the source reference on plot.ly for  a .
 |      b
 |          Sets the quantity of component `a` in each data point.
 |          If `a`, `b`, and `c` are all provided, they need not be
 |          normalized, only the relative values matter. If only
 |          two arrays are provided they must be normalized to
 |          match `ternary<i>.sum`.
 |      bsrc
 |          Sets the source reference on plot.ly for  b .
 |      carpet
 |          An identifier for this carpet, so that `scattercarpet`
 |          and `scattercontour` traces can specify a carpet plot
 |          on which they lie
 |      connectgaps
 |          Determines whether or not gaps (i.e. {nan} or missing
 |          values) in the provided data arrays are connected.
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      fill
 |          Sets the area to fill with a solid color. Use with
 |          `fillcolor` if not *none*. scatterternary has a subset
 |          of the options available to scatter. *toself* connects
 |          the endpoints of the trace (or each segment of the
 |          trace if it has gaps) into a closed shape. *tonext*
 |          fills the space between two traces if one completely
 |          encloses the other (eg consecutive contour lines), and
 |          behaves like *toself* if there is no trace before it.
 |          *tonext* should not be used if one trace does not
 |          enclose the other.
 |      fillcolor
 |          Sets the fill color. Defaults to a half-transparent
 |          variant of the line color, marker color, or marker line
 |          color, whichever is available.
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.scattercarpet.Hoverlabel instance or
 |          dict with compatible properties
 |      hoveron
 |          Do the hover effects highlight individual points
 |          (markers or line points) or do they highlight filled
 |          regions? If the fill is *toself* or *tonext* and there
 |          are no markers or text, then the default is *fills*,
 |          otherwise it is *points*.
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      line
 |          plotly.graph_objs.scattercarpet.Line instance or dict
 |          with compatible properties
 |      marker
 |          plotly.graph_objs.scattercarpet.Marker instance or dict
 |          with compatible properties
 |      mode
 |          Determines the drawing mode for this scatter trace. If
 |          the provided `mode` includes *text* then the `text`
 |          elements appear at the coordinates. Otherwise, the
 |          `text` elements appear on hover. If there are less than
 |          20 points, then the default is *lines+markers*.
 |          Otherwise, *lines*.
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      opacity
 |          Sets the opacity of the trace.
 |      selected
 |          plotly.graph_objs.scattercarpet.Selected instance or
 |          dict with compatible properties
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      stream
 |          plotly.graph_objs.scattercarpet.Stream instance or dict
 |          with compatible properties
 |      text
 |          Sets text elements associated with each (a,b,c) point.
 |          If a single string, the same string appears over all
 |          the data points. If an array of strings, the items are
 |          mapped in order to the the data points in (a,b,c).
 |      textfont
 |          Sets the text font.
 |      textposition
 |          Sets the positions of the `text` elements with respects
 |          to the (x,y) coordinates.
 |      textpositionsrc
 |          Sets the source reference on plot.ly for  textposition
 |          .
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      uid
 |
 |      unselected
 |          plotly.graph_objs.scattercarpet.Unselected instance or
 |          dict with compatible properties
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      xaxis
 |          Sets a reference between this trace's x coordinates and
 |          a 2D cartesian x axis. If *x* (the default value), the
 |          x coordinates refer to `layout.xaxis`. If *x2*, the x
 |          coordinates refer to `layout.xaxis2`, and so on.
 |      yaxis
 |          Sets a reference between this trace's y coordinates and
 |          a 2D cartesian y axis. If *y* (the default value), the
 |          y coordinates refer to `layout.yaxis`. If *y2*, the y
 |          coordinates refer to `layout.yaxis2`, and so on.
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Scattercarpet
 |
 |  add_scattergeo(self, connectgaps=None, customdata=None, customdatasrc=None, fill=None, fillcolor=None, geo=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, lat=None, latsrc=None, legendgroup=None, line=None, locationmode=None, locations=None, locationssrc=None, lon=None, lonsrc=None, marker=None, mode=None, name=None, opacity=None, selected=None, selectedpoints=None, showlegend=None, stream=None, text=None, textfont=None, textposition=None, textpositionsrc=None, textsrc=None, uid=None, unselected=None, visible=None, row=None, col=None, **kwargs)
 |      Add a new Scattergeo trace
 |
 |      The data visualized as scatter point or lines on a geographic
 |      map is provided either by longitude/latitude pairs in `lon` and
 |      `lat` respectively or by geographic location IDs or names in
 |      `locations`.
 |
 |      Parameters
 |      ----------
 |      connectgaps
 |          Determines whether or not gaps (i.e. {nan} or missing
 |          values) in the provided data arrays are connected.
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      fill
 |          Sets the area to fill with a solid color. Use with
 |          `fillcolor` if not *none*. *toself* connects the
 |          endpoints of the trace (or each segment of the trace if
 |          it has gaps) into a closed shape.
 |      fillcolor
 |          Sets the fill color. Defaults to a half-transparent
 |          variant of the line color, marker color, or marker line
 |          color, whichever is available.
 |      geo
 |          Sets a reference between this trace's geospatial
 |          coordinates and a geographic map. If *geo* (the default
 |          value), the geospatial coordinates refer to
 |          `layout.geo`. If *geo2*, the geospatial coordinates
 |          refer to `layout.geo2`, and so on.
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.scattergeo.Hoverlabel instance or
 |          dict with compatible properties
 |      hovertext
 |          Sets hover text elements associated with each (lon,lat)
 |          pair or item in `locations`. If a single string, the
 |          same string appears over all the data points. If an
 |          array of string, the items are mapped in order to the
 |          this trace's (lon,lat) or `locations` coordinates. To
 |          be seen, trace `hoverinfo` must contain a *text* flag.
 |      hovertextsrc
 |          Sets the source reference on plot.ly for  hovertext .
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      lat
 |          Sets the latitude coordinates (in degrees North).
 |      latsrc
 |          Sets the source reference on plot.ly for  lat .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      line
 |          plotly.graph_objs.scattergeo.Line instance or dict with
 |          compatible properties
 |      locationmode
 |          Determines the set of locations used to match entries
 |          in `locations` to regions on the map.
 |      locations
 |          Sets the coordinates via location IDs or names.
 |          Coordinates correspond to the centroid of each location
 |          given. See `locationmode` for more info.
 |      locationssrc
 |          Sets the source reference on plot.ly for  locations .
 |      lon
 |          Sets the longitude coordinates (in degrees East).
 |      lonsrc
 |          Sets the source reference on plot.ly for  lon .
 |      marker
 |          plotly.graph_objs.scattergeo.Marker instance or dict
 |          with compatible properties
 |      mode
 |          Determines the drawing mode for this scatter trace. If
 |          the provided `mode` includes *text* then the `text`
 |          elements appear at the coordinates. Otherwise, the
 |          `text` elements appear on hover. If there are less than
 |          20 points, then the default is *lines+markers*.
 |          Otherwise, *lines*.
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      opacity
 |          Sets the opacity of the trace.
 |      selected
 |          plotly.graph_objs.scattergeo.Selected instance or dict
 |          with compatible properties
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      stream
 |          plotly.graph_objs.scattergeo.Stream instance or dict
 |          with compatible properties
 |      text
 |          Sets text elements associated with each (lon,lat) pair
 |          or item in `locations`. If a single string, the same
 |          string appears over all the data points. If an array of
 |          string, the items are mapped in order to the this
 |          trace's (lon,lat) or `locations` coordinates. If trace
 |          `hoverinfo` contains a *text* flag and *hovertext* is
 |          not set, these elements will be seen in the hover
 |          labels.
 |      textfont
 |          Sets the text font.
 |      textposition
 |          Sets the positions of the `text` elements with respects
 |          to the (x,y) coordinates.
 |      textpositionsrc
 |          Sets the source reference on plot.ly for  textposition
 |          .
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      uid
 |
 |      unselected
 |          plotly.graph_objs.scattergeo.Unselected instance or
 |          dict with compatible properties
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Scattergeo
 |
 |  add_scattergl(self, connectgaps=None, customdata=None, customdatasrc=None, dx=None, dy=None, error_x=None, error_y=None, fill=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hoveron=None, ids=None, idssrc=None, legendgroup=None, line=None, marker=None, mode=None, name=None, opacity=None, selected=None, selectedpoints=None, showlegend=None, stream=None, text=None, textsrc=None, uid=None, unselected=None, visible=None, x=None, x0=None, xaxis=None, xcalendar=None, xsrc=None, y=None, y0=None, yaxis=None, ycalendar=None, ysrc=None, row=None, col=None, **kwargs)
 |      Add a new Scattergl trace
 |
 |      The data visualized as scatter point or lines is set in `x` and
 |      `y` using the WebGL plotting engine. Bubble charts are achieved
 |      by setting `marker.size` and/or `marker.color` to a numerical
 |      arrays.
 |
 |      Parameters
 |      ----------
 |      connectgaps
 |          Determines whether or not gaps (i.e. {nan} or missing
 |          values) in the provided data arrays are connected.
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      dx
 |          Sets the x coordinate step. See `x0` for more info.
 |      dy
 |          Sets the y coordinate step. See `y0` for more info.
 |      error_x
 |          plotly.graph_objs.scattergl.ErrorX instance or dict
 |          with compatible properties
 |      error_y
 |          plotly.graph_objs.scattergl.ErrorY instance or dict
 |          with compatible properties
 |      fill
 |          Sets the area to fill with a solid color. Use with
 |          `fillcolor` if not *none*. *tozerox* and *tozeroy* fill
 |          to x=0 and y=0 respectively. *tonextx* and *tonexty*
 |          fill between the endpoints of this trace and the
 |          endpoints of the trace before it, connecting those
 |          endpoints with straight lines (to make a stacked area
 |          graph); if there is no trace before it, they behave
 |          like *tozerox* and *tozeroy*. *toself* connects the
 |          endpoints of the trace (or each segment of the trace if
 |          it has gaps) into a closed shape. *tonext* fills the
 |          space between two traces if one completely encloses the
 |          other (eg consecutive contour lines), and behaves like
 |          *toself* if there is no trace before it. *tonext*
 |          should not be used if one trace does not enclose the
 |          other.
 |      fillcolor
 |          Sets the fill color. Defaults to a half-transparent
 |          variant of the line color, marker color, or marker line
 |          color, whichever is available.
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.scattergl.Hoverlabel instance or dict
 |          with compatible properties
 |      hoveron
 |          Do the hover effects highlight individual points
 |          (markers or line points) or do they highlight filled
 |          regions? If the fill is *toself* or *tonext* and there
 |          are no markers or text, then the default is *fills*,
 |          otherwise it is *points*.
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      line
 |          plotly.graph_objs.scattergl.Line instance or dict with
 |          compatible properties
 |      marker
 |          plotly.graph_objs.scattergl.Marker instance or dict
 |          with compatible properties
 |      mode
 |          Determines the drawing mode for this scatter trace.
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      opacity
 |          Sets the opacity of the trace.
 |      selected
 |          plotly.graph_objs.scattergl.Selected instance or dict
 |          with compatible properties
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      stream
 |          plotly.graph_objs.scattergl.Stream instance or dict
 |          with compatible properties
 |      text
 |          Sets text elements associated with each (x,y) pair to
 |          appear on hover. If a single string, the same string
 |          appears over all the data points. If an array of
 |          string, the items are mapped in order to the this
 |          trace's (x,y) coordinates.
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      uid
 |
 |      unselected
 |          plotly.graph_objs.scattergl.Unselected instance or dict
 |          with compatible properties
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      x
 |          Sets the x coordinates.
 |      x0
 |          Alternate to `x`. Builds a linear space of x
 |          coordinates. Use with `dx` where `x0` is the starting
 |          coordinate and `dx` the step.
 |      xaxis
 |          Sets a reference between this trace's x coordinates and
 |          a 2D cartesian x axis. If *x* (the default value), the
 |          x coordinates refer to `layout.xaxis`. If *x2*, the x
 |          coordinates refer to `layout.xaxis2`, and so on.
 |      xcalendar
 |          Sets the calendar system to use with `x` date data.
 |      xsrc
 |          Sets the source reference on plot.ly for  x .
 |      y
 |          Sets the y coordinates.
 |      y0
 |          Alternate to `y`. Builds a linear space of y
 |          coordinates. Use with `dy` where `y0` is the starting
 |          coordinate and `dy` the step.
 |      yaxis
 |          Sets a reference between this trace's y coordinates and
 |          a 2D cartesian y axis. If *y* (the default value), the
 |          y coordinates refer to `layout.yaxis`. If *y2*, the y
 |          coordinates refer to `layout.yaxis2`, and so on.
 |      ycalendar
 |          Sets the calendar system to use with `y` date data.
 |      ysrc
 |          Sets the source reference on plot.ly for  y .
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Scattergl
 |
 |  add_scattermapbox(self, connectgaps=None, customdata=None, customdatasrc=None, fill=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, lat=None, latsrc=None, legendgroup=None, line=None, lon=None, lonsrc=None, marker=None, mode=None, name=None, opacity=None, selected=None, selectedpoints=None, showlegend=None, stream=None, subplot=None, text=None, textfont=None, textposition=None, textsrc=None, uid=None, unselected=None, visible=None, row=None, col=None, **kwargs)
 |      Add a new Scattermapbox trace
 |
 |      The data visualized as scatter point, lines or marker symbols
 |      on a Mapbox GL geographic map is provided by longitude/latitude
 |      pairs in `lon` and `lat`.
 |
 |      Parameters
 |      ----------
 |      connectgaps
 |          Determines whether or not gaps (i.e. {nan} or missing
 |          values) in the provided data arrays are connected.
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      fill
 |          Sets the area to fill with a solid color. Use with
 |          `fillcolor` if not *none*. *toself* connects the
 |          endpoints of the trace (or each segment of the trace if
 |          it has gaps) into a closed shape.
 |      fillcolor
 |          Sets the fill color. Defaults to a half-transparent
 |          variant of the line color, marker color, or marker line
 |          color, whichever is available.
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.scattermapbox.Hoverlabel instance or
 |          dict with compatible properties
 |      hovertext
 |          Sets hover text elements associated with each (lon,lat)
 |          pair If a single string, the same string appears over
 |          all the data points. If an array of string, the items
 |          are mapped in order to the this trace's (lon,lat)
 |          coordinates. To be seen, trace `hoverinfo` must contain
 |          a *text* flag.
 |      hovertextsrc
 |          Sets the source reference on plot.ly for  hovertext .
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      lat
 |          Sets the latitude coordinates (in degrees North).
 |      latsrc
 |          Sets the source reference on plot.ly for  lat .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      line
 |          plotly.graph_objs.scattermapbox.Line instance or dict
 |          with compatible properties
 |      lon
 |          Sets the longitude coordinates (in degrees East).
 |      lonsrc
 |          Sets the source reference on plot.ly for  lon .
 |      marker
 |          plotly.graph_objs.scattermapbox.Marker instance or dict
 |          with compatible properties
 |      mode
 |          Determines the drawing mode for this scatter trace. If
 |          the provided `mode` includes *text* then the `text`
 |          elements appear at the coordinates. Otherwise, the
 |          `text` elements appear on hover.
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      opacity
 |          Sets the opacity of the trace.
 |      selected
 |          plotly.graph_objs.scattermapbox.Selected instance or
 |          dict with compatible properties
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      stream
 |          plotly.graph_objs.scattermapbox.Stream instance or dict
 |          with compatible properties
 |      subplot
 |          Sets a reference between this trace's data coordinates
 |          and a mapbox subplot. If *mapbox* (the default value),
 |          the data refer to `layout.mapbox`. If *mapbox2*, the
 |          data refer to `layout.mapbox2`, and so on.
 |      text
 |          Sets text elements associated with each (lon,lat) pair
 |          If a single string, the same string appears over all
 |          the data points. If an array of string, the items are
 |          mapped in order to the this trace's (lon,lat)
 |          coordinates. If trace `hoverinfo` contains a *text*
 |          flag and *hovertext* is not set, these elements will be
 |          seen in the hover labels.
 |      textfont
 |          Sets the icon text font. Has an effect only when `type`
 |          is set to *symbol*.
 |      textposition
 |          Sets the positions of the `text` elements with respects
 |          to the (x,y) coordinates.
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      uid
 |
 |      unselected
 |          plotly.graph_objs.scattermapbox.Unselected instance or
 |          dict with compatible properties
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Scattermapbox
 |
 |  add_scatterpolar(self, cliponaxis=None, connectgaps=None, customdata=None, customdatasrc=None, fill=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hoveron=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legendgroup=None, line=None, marker=None, mode=None, name=None, opacity=None, r=None, rsrc=None, selected=None, selectedpoints=None, showlegend=None, stream=None, subplot=None, text=None, textfont=None, textposition=None, textpositionsrc=None, textsrc=None, theta=None, thetasrc=None, thetaunit=None, uid=None, unselected=None, visible=None, row=None, col=None, **kwargs)
 |      Add a new Scatterpolar trace
 |
 |      The scatterpolar trace type encompasses line charts, scatter
 |      charts, text charts, and bubble charts in polar coordinates.
 |      The data visualized as scatter point or lines is set in `r`
 |      (radial) and `theta` (angular) coordinates Text (appearing
 |      either on the chart or on hover only) is via `text`. Bubble
 |      charts are achieved by setting `marker.size` and/or
 |      `marker.color` to numerical arrays.
 |
 |      Parameters
 |      ----------
 |      cliponaxis
 |          Determines whether or not markers and text nodes are
 |          clipped about the subplot axes. To show markers and
 |          text nodes above axis lines and tick labels, make sure
 |          to set `xaxis.layer` and `yaxis.layer` to *below
 |          traces*.
 |      connectgaps
 |          Determines whether or not gaps (i.e. {nan} or missing
 |          values) in the provided data arrays are connected.
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      fill
 |          Sets the area to fill with a solid color. Use with
 |          `fillcolor` if not *none*. scatterpolar has a subset of
 |          the options available to scatter. *toself* connects the
 |          endpoints of the trace (or each segment of the trace if
 |          it has gaps) into a closed shape. *tonext* fills the
 |          space between two traces if one completely encloses the
 |          other (eg consecutive contour lines), and behaves like
 |          *toself* if there is no trace before it. *tonext*
 |          should not be used if one trace does not enclose the
 |          other.
 |      fillcolor
 |          Sets the fill color. Defaults to a half-transparent
 |          variant of the line color, marker color, or marker line
 |          color, whichever is available.
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.scatterpolar.Hoverlabel instance or
 |          dict with compatible properties
 |      hoveron
 |          Do the hover effects highlight individual points
 |          (markers or line points) or do they highlight filled
 |          regions? If the fill is *toself* or *tonext* and there
 |          are no markers or text, then the default is *fills*,
 |          otherwise it is *points*.
 |      hovertext
 |          Sets hover text elements associated with each (x,y)
 |          pair. If a single string, the same string appears over
 |          all the data points. If an array of string, the items
 |          are mapped in order to the this trace's (x,y)
 |          coordinates. To be seen, trace `hoverinfo` must contain
 |          a *text* flag.
 |      hovertextsrc
 |          Sets the source reference on plot.ly for  hovertext .
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      line
 |          plotly.graph_objs.scatterpolar.Line instance or dict
 |          with compatible properties
 |      marker
 |          plotly.graph_objs.scatterpolar.Marker instance or dict
 |          with compatible properties
 |      mode
 |          Determines the drawing mode for this scatter trace. If
 |          the provided `mode` includes *text* then the `text`
 |          elements appear at the coordinates. Otherwise, the
 |          `text` elements appear on hover. If there are less than
 |          20 points, then the default is *lines+markers*.
 |          Otherwise, *lines*.
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      opacity
 |          Sets the opacity of the trace.
 |      r
 |          Sets the radial coordinates
 |      rsrc
 |          Sets the source reference on plot.ly for  r .
 |      selected
 |          plotly.graph_objs.scatterpolar.Selected instance or
 |          dict with compatible properties
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      stream
 |          plotly.graph_objs.scatterpolar.Stream instance or dict
 |          with compatible properties
 |      subplot
 |          Sets a reference between this trace's data coordinates
 |          and a polar subplot. If *polar* (the default value),
 |          the data refer to `layout.polar`. If *polar2*, the data
 |          refer to `layout.polar2`, and so on.
 |      text
 |          Sets text elements associated with each (x,y) pair. If
 |          a single string, the same string appears over all the
 |          data points. If an array of string, the items are
 |          mapped in order to the this trace's (x,y) coordinates.
 |          If trace `hoverinfo` contains a *text* flag and
 |          *hovertext* is not set, these elements will be seen in
 |          the hover labels.
 |      textfont
 |          Sets the text font.
 |      textposition
 |          Sets the positions of the `text` elements with respects
 |          to the (x,y) coordinates.
 |      textpositionsrc
 |          Sets the source reference on plot.ly for  textposition
 |          .
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      theta
 |          Sets the angular coordinates
 |      thetasrc
 |          Sets the source reference on plot.ly for  theta .
 |      thetaunit
 |          Sets the unit of input *theta* values. Has an effect
 |          only when on *linear* angular axes.
 |      uid
 |
 |      unselected
 |          plotly.graph_objs.scatterpolar.Unselected instance or
 |          dict with compatible properties
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Scatterpolar
 |
 |  add_scatterpolargl(self, connectgaps=None, customdata=None, customdatasrc=None, fill=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hoveron=None, ids=None, idssrc=None, legendgroup=None, line=None, marker=None, mode=None, name=None, opacity=None, r=None, rsrc=None, selected=None, selectedpoints=None, showlegend=None, stream=None, subplot=None, text=None, textsrc=None, theta=None, thetasrc=None, thetaunit=None, uid=None, unselected=None, visible=None, row=None, col=None, **kwargs)
 |      Add a new Scatterpolargl trace
 |
 |      The scatterpolargl trace type encompasses line charts, scatter
 |      charts, and bubble charts in polar coordinates using the WebGL
 |      plotting engine. The data visualized as scatter point or lines
 |      is set in `r` (radial) and `theta` (angular) coordinates Bubble
 |      charts are achieved by setting `marker.size` and/or
 |      `marker.color` to numerical arrays.
 |
 |      Parameters
 |      ----------
 |      connectgaps
 |          Determines whether or not gaps (i.e. {nan} or missing
 |          values) in the provided data arrays are connected.
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      fill
 |          Sets the area to fill with a solid color. Use with
 |          `fillcolor` if not *none*. *tozerox* and *tozeroy* fill
 |          to x=0 and y=0 respectively. *tonextx* and *tonexty*
 |          fill between the endpoints of this trace and the
 |          endpoints of the trace before it, connecting those
 |          endpoints with straight lines (to make a stacked area
 |          graph); if there is no trace before it, they behave
 |          like *tozerox* and *tozeroy*. *toself* connects the
 |          endpoints of the trace (or each segment of the trace if
 |          it has gaps) into a closed shape. *tonext* fills the
 |          space between two traces if one completely encloses the
 |          other (eg consecutive contour lines), and behaves like
 |          *toself* if there is no trace before it. *tonext*
 |          should not be used if one trace does not enclose the
 |          other.
 |      fillcolor
 |          Sets the fill color. Defaults to a half-transparent
 |          variant of the line color, marker color, or marker line
 |          color, whichever is available.
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.scatterpolargl.Hoverlabel instance or
 |          dict with compatible properties
 |      hoveron
 |          Do the hover effects highlight individual points
 |          (markers or line points) or do they highlight filled
 |          regions? If the fill is *toself* or *tonext* and there
 |          are no markers or text, then the default is *fills*,
 |          otherwise it is *points*.
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      line
 |          plotly.graph_objs.scatterpolargl.Line instance or dict
 |          with compatible properties
 |      marker
 |          plotly.graph_objs.scatterpolargl.Marker instance or
 |          dict with compatible properties
 |      mode
 |          Determines the drawing mode for this scatter trace. If
 |          the provided `mode` includes *text* then the `text`
 |          elements appear at the coordinates. Otherwise, the
 |          `text` elements appear on hover. If there are less than
 |          20 points, then the default is *lines+markers*.
 |          Otherwise, *lines*.
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      opacity
 |          Sets the opacity of the trace.
 |      r
 |          Sets the radial coordinates
 |      rsrc
 |          Sets the source reference on plot.ly for  r .
 |      selected
 |          plotly.graph_objs.scatterpolargl.Selected instance or
 |          dict with compatible properties
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      stream
 |          plotly.graph_objs.scatterpolargl.Stream instance or
 |          dict with compatible properties
 |      subplot
 |          Sets a reference between this trace's data coordinates
 |          and a polar subplot. If *polar* (the default value),
 |          the data refer to `layout.polar`. If *polar2*, the data
 |          refer to `layout.polar2`, and so on.
 |      text
 |          Sets text elements associated with each (x,y) pair. If
 |          a single string, the same string appears over all the
 |          data points. If an array of string, the items are
 |          mapped in order to the this trace's (x,y) coordinates.
 |          If trace `hoverinfo` contains a *text* flag and
 |          *hovertext* is not set, these elements will be seen in
 |          the hover labels.
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      theta
 |          Sets the angular coordinates
 |      thetasrc
 |          Sets the source reference on plot.ly for  theta .
 |      thetaunit
 |          Sets the unit of input *theta* values. Has an effect
 |          only when on *linear* angular axes.
 |      uid
 |
 |      unselected
 |          plotly.graph_objs.scatterpolargl.Unselected instance or
 |          dict with compatible properties
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Scatterpolargl
 |
 |  add_scatterternary(self, a=None, asrc=None, b=None, bsrc=None, c=None, cliponaxis=None, connectgaps=None, csrc=None, customdata=None, customdatasrc=None, fill=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hoveron=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legendgroup=None, line=None, marker=None, mode=None, name=None, opacity=None, selected=None, selectedpoints=None, showlegend=None, stream=None, subplot=None, sum=None, text=None, textfont=None, textposition=None, textpositionsrc=None, textsrc=None, uid=None, unselected=None, visible=None, row=None, col=None, **kwargs)
 |      Add a new Scatterternary trace
 |
 |      Provides similar functionality to the *scatter* type but on a
 |      ternary phase diagram. The data is provided by at least two
 |      arrays out of `a`, `b`, `c` triplets.
 |
 |      Parameters
 |      ----------
 |      a
 |          Sets the quantity of component `a` in each data point.
 |          If `a`, `b`, and `c` are all provided, they need not be
 |          normalized, only the relative values matter. If only
 |          two arrays are provided they must be normalized to
 |          match `ternary<i>.sum`.
 |      asrc
 |          Sets the source reference on plot.ly for  a .
 |      b
 |          Sets the quantity of component `a` in each data point.
 |          If `a`, `b`, and `c` are all provided, they need not be
 |          normalized, only the relative values matter. If only
 |          two arrays are provided they must be normalized to
 |          match `ternary<i>.sum`.
 |      bsrc
 |          Sets the source reference on plot.ly for  b .
 |      c
 |          Sets the quantity of component `a` in each data point.
 |          If `a`, `b`, and `c` are all provided, they need not be
 |          normalized, only the relative values matter. If only
 |          two arrays are provided they must be normalized to
 |          match `ternary<i>.sum`.
 |      cliponaxis
 |          Determines whether or not markers and text nodes are
 |          clipped about the subplot axes. To show markers and
 |          text nodes above axis lines and tick labels, make sure
 |          to set `xaxis.layer` and `yaxis.layer` to *below
 |          traces*.
 |      connectgaps
 |          Determines whether or not gaps (i.e. {nan} or missing
 |          values) in the provided data arrays are connected.
 |      csrc
 |          Sets the source reference on plot.ly for  c .
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      fill
 |          Sets the area to fill with a solid color. Use with
 |          `fillcolor` if not *none*. scatterternary has a subset
 |          of the options available to scatter. *toself* connects
 |          the endpoints of the trace (or each segment of the
 |          trace if it has gaps) into a closed shape. *tonext*
 |          fills the space between two traces if one completely
 |          encloses the other (eg consecutive contour lines), and
 |          behaves like *toself* if there is no trace before it.
 |          *tonext* should not be used if one trace does not
 |          enclose the other.
 |      fillcolor
 |          Sets the fill color. Defaults to a half-transparent
 |          variant of the line color, marker color, or marker line
 |          color, whichever is available.
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.scatterternary.Hoverlabel instance or
 |          dict with compatible properties
 |      hoveron
 |          Do the hover effects highlight individual points
 |          (markers or line points) or do they highlight filled
 |          regions? If the fill is *toself* or *tonext* and there
 |          are no markers or text, then the default is *fills*,
 |          otherwise it is *points*.
 |      hovertext
 |          Sets hover text elements associated with each (a,b,c)
 |          point. If a single string, the same string appears over
 |          all the data points. If an array of strings, the items
 |          are mapped in order to the the data points in (a,b,c).
 |          To be seen, trace `hoverinfo` must contain a *text*
 |          flag.
 |      hovertextsrc
 |          Sets the source reference on plot.ly for  hovertext .
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      line
 |          plotly.graph_objs.scatterternary.Line instance or dict
 |          with compatible properties
 |      marker
 |          plotly.graph_objs.scatterternary.Marker instance or
 |          dict with compatible properties
 |      mode
 |          Determines the drawing mode for this scatter trace. If
 |          the provided `mode` includes *text* then the `text`
 |          elements appear at the coordinates. Otherwise, the
 |          `text` elements appear on hover. If there are less than
 |          20 points, then the default is *lines+markers*.
 |          Otherwise, *lines*.
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      opacity
 |          Sets the opacity of the trace.
 |      selected
 |          plotly.graph_objs.scatterternary.Selected instance or
 |          dict with compatible properties
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      stream
 |          plotly.graph_objs.scatterternary.Stream instance or
 |          dict with compatible properties
 |      subplot
 |          Sets a reference between this trace's data coordinates
 |          and a ternary subplot. If *ternary* (the default
 |          value), the data refer to `layout.ternary`. If
 |          *ternary2*, the data refer to `layout.ternary2`, and so
 |          on.
 |      sum
 |          The number each triplet should sum to, if only two of
 |          `a`, `b`, and `c` are provided. This overrides
 |          `ternary<i>.sum` to normalize this specific trace, but
 |          does not affect the values displayed on the axes. 0 (or
 |          missing) means to use ternary<i>.sum
 |      text
 |          Sets text elements associated with each (a,b,c) point.
 |          If a single string, the same string appears over all
 |          the data points. If an array of strings, the items are
 |          mapped in order to the the data points in (a,b,c). If
 |          trace `hoverinfo` contains a *text* flag and
 |          *hovertext* is not set, these elements will be seen in
 |          the hover labels.
 |      textfont
 |          Sets the text font.
 |      textposition
 |          Sets the positions of the `text` elements with respects
 |          to the (x,y) coordinates.
 |      textpositionsrc
 |          Sets the source reference on plot.ly for  textposition
 |          .
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      uid
 |
 |      unselected
 |          plotly.graph_objs.scatterternary.Unselected instance or
 |          dict with compatible properties
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Scatterternary
 |
 |  add_splom(self, customdata=None, customdatasrc=None, diagonal=None, dimensions=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, ids=None, idssrc=None, legendgroup=None, marker=None, name=None, opacity=None, selected=None, selectedpoints=None, showlegend=None, showlowerhalf=None, showupperhalf=None, stream=None, text=None, textsrc=None, uid=None, unselected=None, visible=None, xaxes=None, yaxes=None, row=None, col=None, **kwargs)
 |      Add a new Splom trace
 |
 |      Splom traces generate scatter plot matrix visualizations. Each
 |      splom `dimensions` items correspond to a generated axis. Values
 |      for each of those dimensions are set in `dimensions[i].values`.
 |      Splom traces support all `scattergl` marker style attributes.
 |      Specify `layout.grid` attributes and/or layout x-axis and
 |      y-axis attributes for more control over the axis positioning
 |      and style.
 |
 |      Parameters
 |      ----------
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      diagonal
 |          plotly.graph_objs.splom.Diagonal instance or dict with
 |          compatible properties
 |      dimensions
 |          plotly.graph_objs.splom.Dimension instance or dict with
 |          compatible properties
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.splom.Hoverlabel instance or dict
 |          with compatible properties
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      marker
 |          plotly.graph_objs.splom.Marker instance or dict with
 |          compatible properties
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      opacity
 |          Sets the opacity of the trace.
 |      selected
 |          plotly.graph_objs.splom.Selected instance or dict with
 |          compatible properties
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      showlowerhalf
 |          Determines whether or not subplots on the lower half
 |          from the diagonal are displayed.
 |      showupperhalf
 |          Determines whether or not subplots on the upper half
 |          from the diagonal are displayed.
 |      stream
 |          plotly.graph_objs.splom.Stream instance or dict with
 |          compatible properties
 |      text
 |          Sets text elements associated with each (x,y) pair to
 |          appear on hover. If a single string, the same string
 |          appears over all the data points. If an array of
 |          string, the items are mapped in order to the this
 |          trace's (x,y) coordinates.
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      uid
 |
 |      unselected
 |          plotly.graph_objs.splom.Unselected instance or dict
 |          with compatible properties
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      xaxes
 |          Sets the list of x axes corresponding to this splom
 |          trace. By default, a splom will match the first N xaxes
 |          where N is the number of input dimensions.
 |      yaxes
 |          Sets the list of y axes corresponding to this splom
 |          trace. By default, a splom will match the first N yaxes
 |          where N is the number of input dimensions.
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Splom
 |
 |  add_surface(self, autocolorscale=None, cauto=None, cmax=None, cmin=None, colorbar=None, colorscale=None, contours=None, customdata=None, customdatasrc=None, hidesurface=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, ids=None, idssrc=None, legendgroup=None, lighting=None, lightposition=None, name=None, opacity=None, reversescale=None, scene=None, selectedpoints=None, showlegend=None, showscale=None, stream=None, surfacecolor=None, surfacecolorsrc=None, text=None, textsrc=None, uid=None, visible=None, x=None, xcalendar=None, xsrc=None, y=None, ycalendar=None, ysrc=None, z=None, zcalendar=None, zsrc=None, row=None, col=None, **kwargs)
 |      Add a new Surface trace
 |
 |      The data the describes the coordinates of the surface is set in
 |      `z`. Data in `z` should be a {2D array}. Coordinates in `x` and
 |      `y` can either be 1D {arrays} or {2D arrays} (e.g. to graph
 |      parametric surfaces). If not provided in `x` and `y`, the x and
 |      y coordinates are assumed to be linear starting at 0 with a
 |      unit step. The color scale corresponds to the `z` values by
 |      default. For custom color scales, use `surfacecolor` which
 |      should be a {2D array}, where its bounds can be controlled
 |      using `cmin` and `cmax`.
 |
 |      Parameters
 |      ----------
 |      autocolorscale
 |          Determines whether or not the colorscale is picked
 |          using the sign of the input z values.
 |      cauto
 |          Determines the whether or not the color domain is
 |          computed with respect to the input data.
 |      cmax
 |          Sets the upper bound of color domain.
 |      cmin
 |          Sets the lower bound of color domain.
 |      colorbar
 |          plotly.graph_objs.surface.ColorBar instance or dict
 |          with compatible properties
 |      colorscale
 |          Sets the colorscale. The colorscale must be an array
 |          containing arrays mapping a normalized value to an rgb,
 |          rgba, hex, hsl, hsv, or named color string. At minimum,
 |          a mapping for the lowest (0) and highest (1) values are
 |          required. For example, `[[0, 'rgb(0,0,255)', [1,
 |          'rgb(255,0,0)']]`. To control the bounds of the
 |          colorscale in z space, use zmin and zmax
 |      contours
 |          plotly.graph_objs.surface.Contours instance or dict
 |          with compatible properties
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      hidesurface
 |          Determines whether or not a surface is drawn. For
 |          example, set `hidesurface` to *false* `contours.x.show`
 |          to *true* and `contours.y.show` to *true* to draw a
 |          wire frame plot.
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.surface.Hoverlabel instance or dict
 |          with compatible properties
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      lighting
 |          plotly.graph_objs.surface.Lighting instance or dict
 |          with compatible properties
 |      lightposition
 |          plotly.graph_objs.surface.Lightposition instance or
 |          dict with compatible properties
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      opacity
 |          Sets the opacity of the surface.
 |      reversescale
 |          Reverses the colorscale.
 |      scene
 |          Sets a reference between this trace's 3D coordinate
 |          system and a 3D scene. If *scene* (the default value),
 |          the (x,y,z) coordinates refer to `layout.scene`. If
 |          *scene2*, the (x,y,z) coordinates refer to
 |          `layout.scene2`, and so on.
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      showscale
 |          Determines whether or not a colorbar is displayed for
 |          this trace.
 |      stream
 |          plotly.graph_objs.surface.Stream instance or dict with
 |          compatible properties
 |      surfacecolor
 |          Sets the surface color values, used for setting a color
 |          scale independent of `z`.
 |      surfacecolorsrc
 |          Sets the source reference on plot.ly for  surfacecolor
 |          .
 |      text
 |          Sets the text elements associated with each z value. If
 |          trace `hoverinfo` contains a *text* flag and
 |          *hovertext* is not set, these elements will be seen in
 |          the hover labels.
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      uid
 |
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      x
 |          Sets the x coordinates.
 |      xcalendar
 |          Sets the calendar system to use with `x` date data.
 |      xsrc
 |          Sets the source reference on plot.ly for  x .
 |      y
 |          Sets the y coordinates.
 |      ycalendar
 |          Sets the calendar system to use with `y` date data.
 |      ysrc
 |          Sets the source reference on plot.ly for  y .
 |      z
 |          Sets the z coordinates.
 |      zcalendar
 |          Sets the calendar system to use with `z` date data.
 |      zsrc
 |          Sets the source reference on plot.ly for  z .
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Surface
 |
 |  add_table(self, cells=None, columnorder=None, columnordersrc=None, columnwidth=None, columnwidthsrc=None, customdata=None, customdatasrc=None, domain=None, header=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, ids=None, idssrc=None, legendgroup=None, name=None, opacity=None, selectedpoints=None, showlegend=None, stream=None, uid=None, visible=None, row=None, col=None, **kwargs)
 |      Add a new Table trace
 |
 |      Table view for detailed data viewing. The data are arranged in
 |      a grid of rows and columns. Most styling can be specified for
 |      columns, rows or individual cells. Table is using a column-
 |      major order, ie. the grid is represented as a vector of column
 |      vectors.
 |
 |      Parameters
 |      ----------
 |      cells
 |          plotly.graph_objs.table.Cells instance or dict with
 |          compatible properties
 |      columnorder
 |          Specifies the rendered order of the data columns; for
 |          example, a value `2` at position `0` means that column
 |          index `0` in the data will be rendered as the third
 |          column, as columns have an index base of zero.
 |      columnordersrc
 |          Sets the source reference on plot.ly for  columnorder .
 |      columnwidth
 |          The width of columns expressed as a ratio. Columns fill
 |          the available width in proportion of their specified
 |          column widths.
 |      columnwidthsrc
 |          Sets the source reference on plot.ly for  columnwidth .
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      domain
 |          plotly.graph_objs.table.Domain instance or dict with
 |          compatible properties
 |      header
 |          plotly.graph_objs.table.Header instance or dict with
 |          compatible properties
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.table.Hoverlabel instance or dict
 |          with compatible properties
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover.
 |      opacity
 |          Sets the opacity of the trace.
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      stream
 |          plotly.graph_objs.table.Stream instance or dict with
 |          compatible properties
 |      uid
 |
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Table
 |
 |  add_violin(self, bandwidth=None, box=None, customdata=None, customdatasrc=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hoveron=None, ids=None, idssrc=None, jitter=None, legendgroup=None, line=None, marker=None, meanline=None, name=None, opacity=None, orientation=None, pointpos=None, points=None, scalegroup=None, scalemode=None, selected=None, selectedpoints=None, showlegend=None, side=None, span=None, spanmode=None, stream=None, text=None, textsrc=None, uid=None, unselected=None, visible=None, x=None, x0=None, xaxis=None, xsrc=None, y=None, y0=None, yaxis=None, ysrc=None, row=None, col=None, **kwargs)
 |      Add a new Violin trace
 |
 |      In vertical (horizontal) violin plots, statistics are computed
 |      using `y` (`x`) values. By supplying an `x` (`y`) array, one
 |      violin per distinct x (y) value is drawn If no `x` (`y`)
 |      {array} is provided, a single violin is drawn. That violin
 |      position is then positioned with with `name` or with `x0`
 |      (`y0`) if provided.
 |
 |      Parameters
 |      ----------
 |      bandwidth
 |          Sets the bandwidth used to compute the kernel density
 |          estimate. By default, the bandwidth is determined by
 |          Silverman's rule of thumb.
 |      box
 |          plotly.graph_objs.violin.Box instance or dict with
 |          compatible properties
 |      customdata
 |          Assigns extra data each datum. This may be useful when
 |          listening to hover, click and selection events. Note
 |          that, *scatter* traces also appends customdata items in
 |          the markers DOM elements
 |      customdatasrc
 |          Sets the source reference on plot.ly for  customdata .
 |      fillcolor
 |          Sets the fill color. Defaults to a half-transparent
 |          variant of the line color, marker color, or marker line
 |          color, whichever is available.
 |      hoverinfo
 |          Determines which trace information appear on hover. If
 |          `none` or `skip` are set, no information is displayed
 |          upon hovering. But, if `none` is set, click and hover
 |          events are still fired.
 |      hoverinfosrc
 |          Sets the source reference on plot.ly for  hoverinfo .
 |      hoverlabel
 |          plotly.graph_objs.violin.Hoverlabel instance or dict
 |          with compatible properties
 |      hoveron
 |          Do the hover effects highlight individual violins or
 |          sample points or the kernel density estimate or any
 |          combination of them?
 |      ids
 |          Assigns id labels to each datum. These ids for object
 |          constancy of data points during animation. Should be an
 |          array of strings, not numbers or any other type.
 |      idssrc
 |          Sets the source reference on plot.ly for  ids .
 |      jitter
 |          Sets the amount of jitter in the sample points drawn.
 |          If *0*, the sample points align along the distribution
 |          axis. If *1*, the sample points are drawn in a random
 |          jitter of width equal to the width of the violins.
 |      legendgroup
 |          Sets the legend group for this trace. Traces part of
 |          the same legend group hide/show at the same time when
 |          toggling legend items.
 |      line
 |          plotly.graph_objs.violin.Line instance or dict with
 |          compatible properties
 |      marker
 |          plotly.graph_objs.violin.Marker instance or dict with
 |          compatible properties
 |      meanline
 |          plotly.graph_objs.violin.Meanline instance or dict with
 |          compatible properties
 |      name
 |          Sets the trace name. The trace name appear as the
 |          legend item and on hover. For box traces, the name will
 |          also be used for the position coordinate, if `x` and
 |          `x0` (`y` and `y0` if horizontal) are missing and the
 |          position axis is categorical
 |      opacity
 |          Sets the opacity of the trace.
 |      orientation
 |          Sets the orientation of the violin(s). If *v* (*h*),
 |          the distribution is visualized along the vertical
 |          (horizontal).
 |      pointpos
 |          Sets the position of the sample points in relation to
 |          the violins. If *0*, the sample points are places over
 |          the center of the violins. Positive (negative) values
 |          correspond to positions to the right (left) for
 |          vertical violins and above (below) for horizontal
 |          violins.
 |      points
 |          If *outliers*, only the sample points lying outside the
 |          whiskers are shown If *suspectedoutliers*, the outlier
 |          points are shown and points either less than 4*Q1-3*Q3
 |          or greater than 4*Q3-3*Q1 are highlighted (see
 |          `outliercolor`) If *all*, all sample points are shown
 |          If *false*, only the violins are shown with no sample
 |          points
 |      scalegroup
 |          If there are multiple violins that should be sized
 |          according to to some metric (see `scalemode`), link
 |          them by providing a non-empty group id here shared by
 |          every trace in the same group.
 |      scalemode
 |          Sets the metric by which the width of each violin is
 |          determined.*width* means each violin has the same (max)
 |          width*count* means the violins are scaled by the number
 |          of sample points makingup each violin.
 |      selected
 |          plotly.graph_objs.violin.Selected instance or dict with
 |          compatible properties
 |      selectedpoints
 |          Array containing integer indices of selected points.
 |          Has an effect only for traces that support selections.
 |          Note that an empty array means an empty selection where
 |          the `unselected` are turned on for all points, whereas,
 |          any other non-array values means no selection all where
 |          the `selected` and `unselected` styles have no effect.
 |      showlegend
 |          Determines whether or not an item corresponding to this
 |          trace is shown in the legend.
 |      side
 |          Determines on which side of the position value the
 |          density function making up one half of a violin is
 |          plotted. Useful when comparing two violin traces under
 |          *overlay* mode, where one trace has `side` set to
 |          *positive* and the other to *negative*.
 |      span
 |          Sets the span in data space for which the density
 |          function will be computed. Has an effect only when
 |          `spanmode` is set to *manual*.
 |      spanmode
 |          Sets the method by which the span in data space where
 |          the density function will be computed. *soft* means the
 |          span goes from the sample's minimum value minus two
 |          bandwidths to the sample's maximum value plus two
 |          bandwidths. *hard* means the span goes from the
 |          sample's minimum to its maximum value. For custom span
 |          settings, use mode *manual* and fill in the `span`
 |          attribute.
 |      stream
 |          plotly.graph_objs.violin.Stream instance or dict with
 |          compatible properties
 |      text
 |          Sets the text elements associated with each sample
 |          value. If a single string, the same string appears over
 |          all the data points. If an array of string, the items
 |          are mapped in order to the this trace's (x,y)
 |          coordinates. To be seen, trace `hoverinfo` must contain
 |          a *text* flag.
 |      textsrc
 |          Sets the source reference on plot.ly for  text .
 |      uid
 |
 |      unselected
 |          plotly.graph_objs.violin.Unselected instance or dict
 |          with compatible properties
 |      visible
 |          Determines whether or not this trace is visible. If
 |          *legendonly*, the trace is not drawn, but can appear as
 |          a legend item (provided that the legend itself is
 |          visible).
 |      x
 |          Sets the x sample data or coordinates. See overview for
 |          more info.
 |      x0
 |          Sets the x coordinate of the box. See overview for more
 |          info.
 |      xaxis
 |          Sets a reference between this trace's x coordinates and
 |          a 2D cartesian x axis. If *x* (the default value), the
 |          x coordinates refer to `layout.xaxis`. If *x2*, the x
 |          coordinates refer to `layout.xaxis2`, and so on.
 |      xsrc
 |          Sets the source reference on plot.ly for  x .
 |      y
 |          Sets the y sample data or coordinates. See overview for
 |          more info.
 |      y0
 |          Sets the y coordinate of the box. See overview for more
 |          info.
 |      yaxis
 |          Sets a reference between this trace's y coordinates and
 |          a 2D cartesian y axis. If *y* (the default value), the
 |          y coordinates refer to `layout.yaxis`. If *y2*, the y
 |          coordinates refer to `layout.yaxis2`, and so on.
 |      ysrc
 |          Sets the source reference on plot.ly for  y .
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      Violin
 |
 |  ----------------------------------------------------------------------
 |  Methods inherited from plotly.basewidget.BaseFigureWidget:
 |
 |  on_edits_completed(self, fn)
 |      Register a function to be called after all pending trace and layout
 |      edit operations have completed
 |
 |      If there are no pending edit operations then function is called
 |      immediately
 |
 |      Parameters
 |      ----------
 |      fn : callable
 |          Function of zero arguments to be called when all pending edit
 |          operations have completed
 |
 |  ----------------------------------------------------------------------
 |  Data descriptors inherited from plotly.basewidget.BaseFigureWidget:
 |
 |  frames
 |
 |  ----------------------------------------------------------------------
 |  Methods inherited from plotly.basedatatypes.BaseFigure:
 |
 |  __contains__(self, prop)
 |
 |  __eq__(self, other)
 |
 |  __getitem__(self, prop)
 |
 |  __iter__(self)
 |
 |  __repr__(self)
 |      Customize Figure representation when displayed in the
 |      terminal/notebook
 |
 |  __setattr__(self, prop, value)
 |      Parameters
 |      ----------
 |      prop : str
 |          The name of a direct child of this object
 |      value
 |          New property value
 |      Returns
 |      -------
 |      None
 |
 |  __setitem__(self, prop, value)
 |      # Magic Methods
 |      # -------------
 |
 |  add_trace(self, trace, row=None, col=None)
 |      Add a trace to the figure
 |
 |      Parameters
 |      ----------
 |      trace : BaseTraceType or dict
 |          Either:
 |            - An instances of a trace classe from the plotly.graph_objs
 |              package (e.g plotly.graph_objs.Scatter, plotly.graph_objs.Bar)
 |            - or a dicts where:
 |
 |                - The 'type' property specifies the trace type (e.g.
 |                  'scatter', 'bar', 'area', etc.). If the dict has no 'type'
 |                  property then 'scatter' is assumed.
 |                - All remaining properties are passed to the constructor
 |                  of the specified trace type.
 |
 |      row : int or None (default)
 |          Subplot row index (starting from 1) for the trace to be added.
 |          Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      col : int or None (default)
 |          Subplot col index (starting from 1) for the trace to be added.
 |          Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      BaseTraceType
 |          The newly added trace
 |
 |      Examples
 |      --------
 |      >>> from plotly import tools
 |      >>> import plotly.graph_objs as go
 |
 |      Add two Scatter traces to a figure
 |      >>> fig = go.Figure()
 |      >>> fig.add_trace(go.Scatter(x=[1,2,3], y=[2,1,2]))
 |      >>> fig.add_trace(go.Scatter(x=[1,2,3], y=[2,1,2]))
 |
 |
 |      Add two Scatter traces to vertically stacked subplots
 |      >>> fig = tools.make_subplots(rows=2)
 |      This is the format of your plot grid:
 |      [ (1,1) x1,y1 ]
 |      [ (2,1) x2,y2 ]
 |
 |      >>> fig.add_trace(go.Scatter(x=[1,2,3], y=[2,1,2]), row=1, col=1)
 |      >>> fig.add_trace(go.Scatter(x=[1,2,3], y=[2,1,2]), row=2, col=1)
 |
 |  add_traces(self, data, rows=None, cols=None)
 |      Add traces to the figure
 |
 |      Parameters
 |      ----------
 |      data : list[BaseTraceType or dict]
 |          A list of trace specifications to be added.
 |          Trace specifications may be either:
 |
 |            - Instances of trace classes from the plotly.graph_objs
 |              package (e.g plotly.graph_objs.Scatter, plotly.graph_objs.Bar)
 |            - Dicts where:
 |
 |                - The 'type' property specifies the trace type (e.g.
 |                  'scatter', 'bar', 'area', etc.). If the dict has no 'type'
 |                  property then 'scatter' is assumed.
 |                - All remaining properties are passed to the constructor
 |                  of the specified trace type.
 |
 |      rows : None or list[int] (default None)
 |          List of subplot row indexes (starting from 1) for the traces to be
 |          added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |      cols : None or list[int] (default None)
 |          List of subplot column indexes (starting from 1) for the traces
 |          to be added. Only valid if figure was created using
 |          `plotly.tools.make_subplots`
 |
 |      Returns
 |      -------
 |      tuple[BaseTraceType]
 |          Tuple of the newly added traces
 |
 |      Examples
 |      --------
 |      >>> from plotly import tools
 |      >>> import plotly.graph_objs as go
 |
 |      Add two Scatter traces to a figure
 |      >>> fig = go.Figure()
 |      >>> fig.add_traces([go.Scatter(x=[1,2,3], y=[2,1,2]),
 |      ...                 go.Scatter(x=[1,2,3], y=[2,1,2])])
 |
 |      Add two Scatter traces to vertically stacked subplots
 |      >>> fig = tools.make_subplots(rows=2)
 |      This is the format of your plot grid:
 |      [ (1,1) x1,y1 ]
 |      [ (2,1) x2,y2 ]
 |
 |      >>> fig.add_traces([go.Scatter(x=[1,2,3], y=[2,1,2]),
 |      ...                 go.Scatter(x=[1,2,3], y=[2,1,2])],
 |      ...                 rows=[1, 2], cols=[1, 1])
 |
 |  append_trace(self, trace, row, col)
 |      Add a trace to the figure bound to axes at the specified row,
 |      col index.
 |
 |      A row, col index grid is generated for figures created with
 |      plotly.tools.make_subplots, and can be viewed with the `print_grid`
 |      method
 |
 |      Parameters
 |      ----------
 |      trace
 |          The data trace to be bound
 |      row: int
 |          Subplot row index (see Figure.print_grid)
 |      col: int
 |          Subplot column index (see Figure.print_grid)
 |
 |      Examples
 |      --------
 |      >>> from plotly import tools
 |      >>> import plotly.graph_objs as go
 |      # stack two subplots vertically
 |      >>> fig = tools.make_subplots(rows=2)
 |      This is the format of your plot grid:
 |      [ (1,1) x1,y1 ]
 |      [ (2,1) x2,y2 ]
 |
 |      >>> fig.append_trace(go.Scatter(x=[1,2,3], y=[2,1,2]), row=1, col=1)
 |      >>> fig.append_trace(go.Scatter(x=[1,2,3], y=[2,1,2]), row=2, col=1)
 |
 |  batch_animate(*args, **kwds)
 |      Context manager to animate trace / layout updates
 |
 |      Parameters
 |      ----------
 |      duration : number
 |          The duration of the transition, in milliseconds.
 |          If equal to zero, updates are synchronous.
 |      easing : string
 |          The easing function used for the transition.
 |          One of:
 |              - linear
 |              - quad
 |              - cubic
 |              - sin
 |              - exp
 |              - circle
 |              - elastic
 |              - back
 |              - bounce
 |              - linear-in
 |              - quad-in
 |              - cubic-in
 |              - sin-in
 |              - exp-in
 |              - circle-in
 |              - elastic-in
 |              - back-in
 |              - bounce-in
 |              - linear-out
 |              - quad-out
 |              - cubic-out
 |              - sin-out
 |              - exp-out
 |              - circle-out
 |              - elastic-out
 |              - back-out
 |              - bounce-out
 |              - linear-in-out
 |              - quad-in-out
 |              - cubic-in-out
 |              - sin-in-out
 |              - exp-in-out
 |              - circle-in-out
 |              - elastic-in-out
 |              - back-in-out
 |              - bounce-in-out
 |
 |      Examples
 |      --------
 |      Suppose we have a figure widget, `fig`, with a single trace.
 |
 |      >>> import plotly.graph_objs as go
 |      >>> fig = go.FigureWidget(data=[{'y': [3, 4, 2]}])
 |
 |      1) Animate a change in the xaxis and yaxis ranges using default
 |      duration and easing parameters.
 |
 |      >>> with fig.batch_animate():
 |      ...     fig.layout.xaxis.range = [0, 5]
 |      ...     fig.layout.yaxis.range = [0, 10]
 |
 |      2) Animate a change in the size and color of the trace's markers
 |      over 2 seconds using the elastic-in-out easing method
 |      >>> with fig.batch_update(duration=2000, easing='elastic-in-out'):
 |      ...     fig.data[0].marker.color = 'green'
 |      ...     fig.data[0].marker.size = 20
 |
 |  batch_update(*args, **kwds)
 |      A context manager that batches up trace and layout assignment
 |      operations into a singe plotly_update message that is executed when
 |      the context exits.
 |
 |      Examples
 |      --------
 |      For example, suppose we have a figure widget, `fig`, with a single
 |      trace.
 |      >>> import plotly.graph_objs as go
 |      >>> fig = go.FigureWidget(data=[{'y': [3, 4, 2]}])
 |
 |      If we want to update the xaxis range, the yaxis range, and the
 |      marker color, we could do so using a series of three property
 |      assignments as follows:
 |
 |      >>> fig.layout.xaxis.range = [0, 5]
 |      >>> fig.layout.yaxis.range = [0, 10]
 |      >>> fig.data[0].marker.color = 'green'
 |
 |      This will work, however it will result in three messages being
 |      sent to the front end (two relayout messages for the axis range
 |      updates followed by one restyle message for the marker color
 |      update). This can cause the plot to appear to stutter as the
 |      three updates are applied incrementally.
 |
 |      We can avoid this problem by performing these three assignments in a
 |      `batch_update` context as follows:
 |
 |      >>> with fig.batch_update():
 |      ...     fig.layout.xaxis.range = [0, 5]
 |      ...     fig.layout.yaxis.range = [0, 10]
 |      ...     fig.data[0].marker.color = 'green'
 |
 |      Now, these three property updates will be sent to the frontend in a
 |      single update message, and they will be applied by the front end
 |      simultaneously.
 |
 |  plotly_relayout(self, relayout_data, **kwargs)
 |      Perform a Plotly relayout operation on the figure's layout
 |
 |      Parameters
 |      ----------
 |      relayout_data : dict
 |          Dict of layout updates
 |
 |          dict keys are strings that specify the properties to be updated.
 |          Nested properties are expressed by joining successive keys on
 |          '.' characters (e.g. 'xaxis.range')
 |
 |          dict values are the values to use to update the layout.
 |
 |      Returns
 |      -------
 |      None
 |
 |  plotly_restyle(self, restyle_data, trace_indexes=None, **kwargs)
 |      Perform a Plotly restyle operation on the figure's traces
 |
 |      Parameters
 |      ----------
 |      restyle_data : dict
 |          Dict of trace style updates.
 |
 |          Keys are strings that specify the properties to be updated.
 |          Nested properties are expressed by joining successive keys on
 |          '.' characters (e.g. 'marker.color').
 |
 |          Values may be scalars or lists. When values are scalars,
 |          that scalar value is applied to all traces specified by the
 |          `trace_indexes` parameter.  When values are lists,
 |          the restyle operation will cycle through the elements
 |          of the list as it cycles through the traces specified by the
 |          `trace_indexes` parameter.
 |
 |          Caution: To use plotly_restyle to update a list property (e.g.
 |          the `x` property of the scatter trace), the property value
 |          should be a scalar list containing the list to update with. For
 |          example, the following command would be used to update the 'x'
 |          property of the first trace to the list [1, 2, 3]
 |
 |          >>> fig.plotly_restyle({'x': [[1, 2, 3]]}, 0)
 |
 |      trace_indexes : int or list of int
 |          Trace index, or list of trace indexes, that the restyle operation
 |          applies to. Defaults to all trace indexes.
 |
 |      Returns
 |      -------
 |      None
 |
 |  plotly_update(self, restyle_data=None, relayout_data=None, trace_indexes=None, **kwargs)
 |      Perform a Plotly update operation on the figure.
 |
 |      Note: This operation both mutates and returns the figure
 |
 |      Parameters
 |      ----------
 |      restyle_data : dict
 |          Traces update specification. See the docstring for the
 |          `plotly_restyle` method for details
 |      relayout_data : dict
 |          Layout update specification. See the docstring for the
 |          `plotly_relayout` method for details
 |      trace_indexes :
 |          Trace index, or list of trace indexes, that the update operation
 |          applies to. Defaults to all trace indexes.
 |
 |      Returns
 |      -------
 |      BaseFigure
 |          None
 |
 |  print_grid(self)
 |      Print a visual layout of the figure's axes arrangement.
 |      This is only valid for figures that are created
 |      with plotly.tools.make_subplots.
 |
 |  to_dict(self)
 |      Convert figure to a dictionary
 |
 |      Note: the dictionary includes the properties explicitly set by the
 |      user, it does not include default values of unspecified properties
 |
 |      Returns
 |      -------
 |      dict
 |
 |  to_plotly_json(self)
 |      Convert figure to a JSON representation as a Python dict
 |
 |      Returns
 |      -------
 |      dict
 |
 |  update(self, dict1=None, **kwargs)
 |      Update the properties of the figure with a dict and/or with
 |      keyword arguments.
 |
 |      This recursively updates the structure of the figure
 |      object with the values in the input dict / keyword arguments.
 |
 |      Parameters
 |      ----------
 |      dict1 : dict
 |          Dictionary of properties to be updated
 |      kwargs :
 |          Keyword/value pair of properties to be updated
 |
 |      Examples
 |      --------
 |      >>> import plotly.graph_objs as go
 |      >>> fig = go.Figure(data=[{'y': [1, 2, 3]}])
 |      >>> fig.update(data=[{'y': [4, 5, 6]}])
 |      >>> fig.to_plotly_json()
 |          {'data': [{'type': 'scatter',
 |             'uid': 'e86a7c7a-346a-11e8-8aa8-a0999b0c017b',
 |             'y': array([4, 5, 6], dtype=int32)}],
 |           'layout': {}}
 |
 |      >>> fig = go.Figure(layout={'xaxis':
 |      ...                         {'color': 'green',
 |      ...                          'range': [0, 1]}})
 |      >>> fig.update({'layout': {'xaxis': {'color': 'pink'}}})
 |      >>> fig.to_plotly_json()
 |          {'data': [],
 |           'layout': {'xaxis':
 |                      {'color': 'pink',
 |                       'range': [0, 1]}}}
 |
 |      Returns
 |      -------
 |      BaseFigure
 |          Updated figure
 |
 |  ----------------------------------------------------------------------
 |  Data descriptors inherited from plotly.basedatatypes.BaseFigure:
 |
 |  __dict__
 |      dictionary for instance variables (if defined)
 |
 |  __weakref__
 |      list of weak references to the object (if defined)
 |
 |  data
 |      The `data` property is a tuple of the figure's trace objects
 |
 |      Returns
 |      -------
 |      tuple[BaseTraceType]
 |
 |  layout
 |      The `layout` property of the figure
 |
 |      Returns
 |      -------
 |      plotly.graph_objs.Layout
 |
 |  ----------------------------------------------------------------------
 |  Methods inherited from ipywidgets.widgets.domwidget.DOMWidget:
 |
 |  add_class(self, className)
 |      Adds a class to the top level element of the widget.
 |
 |      Doesn't add the class if it already exists.
 |
 |  remove_class(self, className)
 |      Removes a class from the top level element of the widget.
 |
 |      Doesn't remove the class if it doesn't exist.
 |
 |  ----------------------------------------------------------------------
 |  Methods inherited from ipywidgets.widgets.widget.Widget:
 |
 |  __del__(self)
 |      Object disposal
 |
 |  add_traits(self, **traits)
 |      Dynamically add trait attributes to the Widget.
 |
 |  close(self)
 |      Close method.
 |
 |      Closes the underlying comm.
 |      When the comm is closed, all of the widget views are automatically
 |      removed from the front-end.
 |
 |  get_state(self, key=None, drop_defaults=False)
 |      Gets the widget state, or a piece of it.
 |
 |      Parameters
 |      ----------
 |      key : unicode or iterable (optional)
 |          A single property's name or iterable of property names to get.
 |
 |      Returns
 |      -------
 |      state : dict of states
 |      metadata : dict
 |          metadata for each field: {key: metadata}
 |
 |  get_view_spec(self)
 |
 |  hold_sync(*args, **kwds)
 |      Hold syncing any state until the outermost context manager exits
 |
 |  notify_change(self, change)
 |      Called when a property has changed.
 |
 |  on_displayed(self, callback, remove=False)
 |      (Un)Register a widget displayed callback.
 |
 |      Parameters
 |      ----------
 |      callback: method handler
 |          Must have a signature of::
 |
 |              callback(widget, **kwargs)
 |
 |          kwargs from display are passed through without modification.
 |      remove: bool
 |          True if the callback should be unregistered.
 |
 |  on_msg(self, callback, remove=False)
 |      (Un)Register a custom msg receive callback.
 |
 |      Parameters
 |      ----------
 |      callback: callable
 |          callback will be passed three arguments when a message arrives::
 |
 |              callback(widget, content, buffers)
 |
 |      remove: bool
 |          True if the callback should be unregistered.
 |
 |  open(self)
 |      Open a comm to the frontend if one isn't already open.
 |
 |  send(self, content, buffers=None)
 |      Sends a custom msg to the widget model in the front-end.
 |
 |      Parameters
 |      ----------
 |      content : dict
 |          Content of the message to send.
 |      buffers : list of binary buffers
 |          Binary buffers to send with message
 |
 |  send_state(self, key=None)
 |      Sends the widget state, or a piece of it, to the front-end, if it exists.
 |
 |      Parameters
 |      ----------
 |      key : unicode, or iterable (optional)
 |          A single property's name or iterable of property names to sync with the front-end.
 |
 |  set_state(self, sync_data)
 |      Called when a state is received from the front-end.
 |
 |  ----------------------------------------------------------------------
 |  Class methods inherited from ipywidgets.widgets.widget.Widget:
 |
 |  close_all(cls) from traitlets.traitlets.MetaHasTraits
 |
 |  ----------------------------------------------------------------------
 |  Static methods inherited from ipywidgets.widgets.widget.Widget:
 |
 |  get_manager_state(drop_defaults=False, widgets=None)
 |      Returns the full state for a widget manager for embedding
 |
 |      :param drop_defaults: when True, it will not include default value
 |      :param widgets: list with widgets to include in the state (or all widgets when None)
 |      :return:
 |
 |  handle_comm_opened(comm, msg)
 |      Static method, called when a widget is constructed.
 |
 |  on_widget_constructed(callback)
 |      Registers a callback to be called when a widget is constructed.
 |
 |      The callback must have the following signature:
 |      callback(widget)
 |
 |  ----------------------------------------------------------------------
 |  Data descriptors inherited from ipywidgets.widgets.widget.Widget:
 |
 |  comm
 |      A trait whose value must be an instance of a specified class.
 |
 |      The value can also be an instance of a subclass of the specified class.
 |
 |      Subclasses can declare default classes by overriding the klass attribute
 |
 |  keys
 |      An instance of a Python list.
 |
 |  model_id
 |      Gets the model id of this widget.
 |
 |      If a Comm doesn't exist yet, a Comm will be created automagically.
 |
 |  ----------------------------------------------------------------------
 |  Data and other attributes inherited from ipywidgets.widgets.widget.Widget:
 |
 |  widget_types = <ipywidgets.widgets.widget.WidgetRegistry object>
 |
 |  widgets = {}
 |
 |  ----------------------------------------------------------------------
 |  Data descriptors inherited from ipywidgets.widgets.widget.LoggingHasTraits:
 |
 |  log
 |      A trait whose value must be an instance of a specified class.
 |
 |      The value can also be an instance of a subclass of the specified class.
 |
 |      Subclasses can declare default classes by overriding the klass attribute
 |
 |  ----------------------------------------------------------------------
 |  Methods inherited from traitlets.traitlets.HasTraits:
 |
 |  __getstate__(self)
 |
 |  __setstate__(self, state)
 |
 |  has_trait(self, name)
 |      Returns True if the object has a trait with the specified name.
 |
 |  hold_trait_notifications(*args, **kwds)
 |      Context manager for bundling trait change notifications and cross
 |      validation.
 |
 |      Use this when doing multiple trait assignments (init, config), to avoid
 |      race conditions in trait notifiers requesting other trait values.
 |      All trait notifications will fire after all values have been assigned.
 |
 |  observe(self, handler, names=traitlets.All, type='change')
 |      Setup a handler to be called when a trait changes.
 |
 |      This is used to setup dynamic notifications of trait changes.
 |
 |      Parameters
 |      ----------
 |      handler : callable
 |          A callable that is called when a trait changes. Its
 |          signature should be ``handler(change)``, where ``change`` is a
 |          dictionary. The change dictionary at least holds a 'type' key.
 |          * ``type``: the type of notification.
 |          Other keys may be passed depending on the value of 'type'. In the
 |          case where type is 'change', we also have the following keys:
 |          * ``owner`` : the HasTraits instance
 |          * ``old`` : the old value of the modified trait attribute
 |          * ``new`` : the new value of the modified trait attribute
 |          * ``name`` : the name of the modified trait attribute.
 |      names : list, str, All
 |          If names is All, the handler will apply to all traits.  If a list
 |          of str, handler will apply to all names in the list.  If a
 |          str, the handler will apply just to that name.
 |      type : str, All (default: 'change')
 |          The type of notification to filter by. If equal to All, then all
 |          notifications are passed to the observe handler.
 |
 |  on_trait_change(self, handler=None, name=None, remove=False)
 |      DEPRECATED: Setup a handler to be called when a trait changes.
 |
 |      This is used to setup dynamic notifications of trait changes.
 |
 |      Static handlers can be created by creating methods on a HasTraits
 |      subclass with the naming convention '_[traitname]_changed'.  Thus,
 |      to create static handler for the trait 'a', create the method
 |      _a_changed(self, name, old, new) (fewer arguments can be used, see
 |      below).
 |
 |      If `remove` is True and `handler` is not specified, all change
 |      handlers for the specified name are uninstalled.
 |
 |      Parameters
 |      ----------
 |      handler : callable, None
 |          A callable that is called when a trait changes.  Its
 |          signature can be handler(), handler(name), handler(name, new),
 |          handler(name, old, new), or handler(name, old, new, self).
 |      name : list, str, None
 |          If None, the handler will apply to all traits.  If a list
 |          of str, handler will apply to all names in the list.  If a
 |          str, the handler will apply just to that name.
 |      remove : bool
 |          If False (the default), then install the handler.  If True
 |          then unintall it.
 |
 |  set_trait(self, name, value)
 |      Forcibly sets trait attribute, including read-only attributes.
 |
 |  setup_instance(self, *args, **kwargs)
 |
 |  trait_metadata(self, traitname, key, default=None)
 |      Get metadata values for trait by key.
 |
 |  trait_names(self, **metadata)
 |      Get a list of all the names of this class' traits.
 |
 |  traits(self, **metadata)
 |      Get a ``dict`` of all the traits of this class.  The dictionary
 |      is keyed on the name and the values are the TraitType objects.
 |
 |      The TraitTypes returned don't know anything about the values
 |      that the various HasTrait's instances are holding.
 |
 |      The metadata kwargs allow functions to be passed in which
 |      filter traits based on metadata values.  The functions should
 |      take a single value as an argument and return a boolean.  If
 |      any function returns False, then the trait is not included in
 |      the output.  If a metadata key doesn't exist, None will be passed
 |      to the function.
 |
 |  unobserve(self, handler, names=traitlets.All, type='change')
 |      Remove a trait change handler.
 |
 |      This is used to unregister handlers to trait change notifications.
 |
 |      Parameters
 |      ----------
 |      handler : callable
 |          The callable called when a trait attribute changes.
 |      names : list, str, All (default: All)
 |          The names of the traits for which the specified handler should be
 |          uninstalled. If names is All, the specified handler is uninstalled
 |          from the list of notifiers corresponding to all changes.
 |      type : str or All (default: 'change')
 |          The type of notification to filter by. If All, the specified handler
 |          is uninstalled from the list of notifiers corresponding to all types.
 |
 |  unobserve_all(self, name=traitlets.All)
 |      Remove trait change handlers of any type for the specified name.
 |      If name is not specified, removes all trait notifiers.
 |
 |  ----------------------------------------------------------------------
 |  Class methods inherited from traitlets.traitlets.HasTraits:
 |
 |  class_own_trait_events(cls, name) from traitlets.traitlets.MetaHasTraits
 |      Get a dict of all event handlers defined on this class, not a parent.
 |
 |      Works like ``event_handlers``, except for excluding traits from parents.
 |
 |  class_own_traits(cls, **metadata) from traitlets.traitlets.MetaHasTraits
 |      Get a dict of all the traitlets defined on this class, not a parent.
 |
 |      Works like `class_traits`, except for excluding traits from parents.
 |
 |  class_trait_names(cls, **metadata) from traitlets.traitlets.MetaHasTraits
 |      Get a list of all the names of this class' traits.
 |
 |      This method is just like the :meth:`trait_names` method,
 |      but is unbound.
 |
 |  class_traits(cls, **metadata) from traitlets.traitlets.MetaHasTraits
 |      Get a ``dict`` of all the traits of this class.  The dictionary
 |      is keyed on the name and the values are the TraitType objects.
 |
 |      This method is just like the :meth:`traits` method, but is unbound.
 |
 |      The TraitTypes returned don't know anything about the values
 |      that the various HasTrait's instances are holding.
 |
 |      The metadata kwargs allow functions to be passed in which
 |      filter traits based on metadata values.  The functions should
 |      take a single value as an argument and return a boolean.  If
 |      any function returns False, then the trait is not included in
 |      the output.  If a metadata key doesn't exist, None will be passed
 |      to the function.
 |
 |  trait_events(cls, name=None) from traitlets.traitlets.MetaHasTraits
 |      Get a ``dict`` of all the event handlers of this class.
 |
 |      Parameters
 |      ----------
 |      name: str (default: None)
 |          The name of a trait of this class. If name is ``None`` then all
 |          the event handlers of this class will be returned instead.
 |
 |      Returns
 |      -------
 |      The event handlers associated with a trait name, or all event handlers.
 |
 |  ----------------------------------------------------------------------
 |  Data descriptors inherited from traitlets.traitlets.HasTraits:
 |
 |  cross_validation_lock
 |      A contextmanager for running a block with our cross validation lock set
 |      to True.
 |
 |      At the end of the block, the lock's value is restored to its value
 |      prior to entering the block.
 |
 |  ----------------------------------------------------------------------
 |  Static methods inherited from traitlets.traitlets.HasDescriptors:
 |
 |  __new__(cls, *args, **kwargs)