{ "cells": [ { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "#### New to Plotly?\n", "Plotly's Python library is free and open source! [Get started](https://plotly.com/python/getting-started/) by downloading the client and [reading the primer](https://plotly.com/python/getting-started/).\n", "
You can set up Plotly to work in [online](https://plotly.com/python/getting-started/#initialization-for-online-plotting) or [offline](https://plotly.com/python/getting-started/#initialization-for-offline-plotting) mode, or in [jupyter notebooks](https://plotly.com/python/getting-started/#start-plotting-online).\n", "
We also have a quick-reference [cheatsheet](https://images.plot.ly/plotly-documentation/images/python_cheat_sheet.pdf) (new!) to help you get started!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Version Check\n", "Plotly's python package is updated frequently. Run `pip install plotly --upgrade` to use the latest version." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'3.6.0'" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import plotly\n", "plotly.__version__" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### NYC Flights Database" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "scrolled": true }, "outputs": [], "source": [ "import datetime\n", "import numpy as np\n", "import pandas as pd\n", "import plotly.graph_objs as go\n", "import plotly.plotly as py\n", "\n", "from ipywidgets import widgets" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We'll be making an application to take a look at delays from all flights out of NYC in the year 2013." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "df = pd.read_csv(\n", " 'https://raw.githubusercontent.com/yankev/testing/master/datasets/nycflights.csv')\n", "df = df.drop(df.columns[[0]], axis=1)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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yearmonthdaydep_timedep_delayarr_timearr_delaycarriertailnumflightorigindestair_timedistancehourminute
29479120138161306.0-4.01555.019.0FLN607AT348LGAATL124.076213.06.0
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" ], "text/plain": [ " year month day dep_time dep_delay arr_time arr_delay carrier \\\n", "294791 2013 8 16 1306.0 -4.0 1555.0 19.0 FL \n", "314484 2013 9 6 1801.0 12.0 2024.0 -28.0 UA \n", "250440 2013 6 30 NaN NaN NaN NaN EV \n", "\n", " tailnum flight origin dest air_time distance hour minute \n", "294791 N607AT 348 LGA ATL 124.0 762 13.0 6.0 \n", "314484 N555UA 731 JFK LAX 299.0 2475 18.0 1.0 \n", "250440 N716EV 5599 LGA CHS NaN 641 NaN NaN " ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df.sample(3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's get the set of all the `airlines`, so that we can type the right things into the search box later. " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array(['UA', 'AA', 'B6', 'DL', 'EV', 'MQ', 'US', 'WN', 'VX', 'FL', 'AS',\n", " '9E', 'F9', 'HA', 'YV', 'OO'], dtype=object)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df['carrier'].unique()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's assign the widgets that we're going to be using in our app. In general all these widgets will be used to filter the data set, and thus what we visualize." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "month = widgets.IntSlider(\n", " value=1.0,\n", " min=1.0,\n", " max=12.0,\n", " step=1.0,\n", " description='Month:',\n", " continuous_update=False\n", ")\n", "\n", "use_date = widgets.Checkbox(\n", " description='Date: ',\n", " value=True,\n", ")\n", "\n", "container = widgets.HBox(children=[use_date, month])\n", "\n", "textbox = widgets.Dropdown(\n", " description='Airline: ',\n", " value='DL',\n", " options=df['carrier'].unique().tolist()\n", ")\n", "\n", "origin = widgets.Dropdown(\n", " options=list(df['origin'].unique()),\n", " value='LGA',\n", " description='Origin Airport:',\n", ")\n", "\n", "\n", "# Assign an emptry figure widget with two traces\n", "trace1 = go.Histogram(x=df['arr_delay'], opacity=0.75, name='Arrival Delays')\n", "trace2 = go.Histogram(x=df['dep_delay'], opacity=0.75, name='Departure Delays')\n", "g = go.FigureWidget(data=[trace1, trace2],\n", " layout=go.Layout(\n", " title=dict(\n", " text='NYC FlightDatabase'\n", " ),\n", " barmode='overlay'\n", " ))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let now write a function that will handle the input from the widgets, and alter the state of the graph." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "def validate():\n", " if origin.value in df['origin'].unique() and textbox.value in df['carrier'].unique():\n", " return True\n", " else:\n", " return False\n", "\n", "\n", "def response(change):\n", " if validate():\n", " if use_date.value:\n", " filter_list = [i and j and k for i, j, k in\n", " zip(df['month'] == month.value, df['carrier'] == textbox.value,\n", " df['origin'] == origin.value)]\n", " temp_df = df[filter_list]\n", "\n", " else:\n", " filter_list = [i and j for i, j in\n", " zip(df['carrier'] == 'DL', df['origin'] == origin.value)]\n", " temp_df = df[filter_list]\n", " x1 = temp_df['arr_delay']\n", " x2 = temp_df['dep_delay']\n", " with g.batch_update():\n", " g.data[0].x = x1\n", " g.data[1].x = x2\n", " g.layout.barmode = 'overlay'\n", " g.layout.xaxis.title = 'Delay in Minutes'\n", " g.layout.yaxis.title = 'Number of Delays'\n", "\n", "\n", "origin.observe(response, names=\"value\")\n", "textbox.observe(response, names=\"value\")\n", "month.observe(response, names=\"value\")\n", "use_date.observe(response, names=\"value\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Time to try the app out!!" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "scrolled": false }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "a5c60d3d806f46f3b5a9d4abc21185ed", "version_major": 2, "version_minor": 0 }, "text/plain": [ "VBox(children=(HBox(children=(Checkbox(value=True, description='Date: '), IntSlider(value=1, continuous_update…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "container2 = widgets.HBox([origin, textbox])\n", "widgets.VBox([container,\n", " container2,\n", " g])" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%html\n", "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Reference" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on class FigureWidget in module plotly.graph_objs._figurewidget:\n", "\n", "class FigureWidget(plotly.basewidget.BaseFigureWidget)\n", " | FigureWidget(*args, **kwargs)\n", " | \n", " | Base class for FigureWidget. The FigureWidget class is code-generated as a\n", " | subclass\n", " | \n", " | Method resolution order:\n", " | FigureWidget\n", " | plotly.basewidget.BaseFigureWidget\n", " | plotly.basedatatypes.BaseFigure\n", " | ipywidgets.widgets.domwidget.DOMWidget\n", " | ipywidgets.widgets.widget.Widget\n", " | ipywidgets.widgets.widget.LoggingHasTraits\n", " | traitlets.traitlets.HasTraits\n", " | traitlets.traitlets.HasDescriptors\n", " | builtins.object\n", " | \n", " | Methods defined here:\n", " | \n", " | __init__(self, data=None, layout=None, frames=None, skip_invalid=False)\n", " | Create a new FigureWidget instance\n", " | \n", " | Parameters\n", " | ----------\n", " | data\n", " | The 'data' property is a tuple of trace instances\n", " | that may be specified as:\n", " | - A list or tuple of trace instances\n", " | (e.g. [Scatter(...), Bar(...)])\n", " | - A list or tuple of dicts of string/value properties where:\n", " | - The 'type' property specifies the trace type\n", " | One of: ['area', 'bar', 'barpolar', 'box',\n", " | 'candlestick', 'carpet', 'choropleth', 'cone',\n", " | 'contour', 'contourcarpet', 'heatmap',\n", " | 'heatmapgl', 'histogram', 'histogram2d',\n", " | 'histogram2dcontour', 'isosurface', 'mesh3d',\n", " | 'ohlc', 'parcats', 'parcoords', 'pie',\n", " | 'pointcloud', 'sankey', 'scatter',\n", " | 'scatter3d', 'scattercarpet', 'scattergeo',\n", " | 'scattergl', 'scattermapbox', 'scatterpolar',\n", " | 'scatterpolargl', 'scatterternary', 'splom',\n", " | 'streamtube', 'surface', 'table', 'violin']\n", " | \n", " | - All remaining properties are passed to the constructor of\n", " | the specified trace type\n", " | \n", " | (e.g. [{'type': 'scatter', ...}, {'type': 'bar, ...}])\n", " | \n", " | layout\n", " | The 'layout' property is an instance of Layout\n", " | that may be specified as:\n", " | - An instance of plotly.graph_objs.Layout\n", " | - A dict of string/value properties that will be passed\n", " | to the Layout constructor\n", " | \n", " | Supported dict properties:\n", " | \n", " | angularaxis\n", " | plotly.graph_objs.layout.AngularAxis instance\n", " | or dict with compatible properties\n", " | annotations\n", " | plotly.graph_objs.layout.Annotation instance or\n", " | dict with compatible properties\n", " | annotationdefaults\n", " | When used in a template (as\n", " | layout.template.layout.annotationdefaults),\n", " | sets the default property values to use for\n", " | elements of layout.annotations\n", " | autosize\n", " | Determines whether or not a layout width or\n", " | height that has been left undefined by the user\n", " | is initialized on each relayout. Note that,\n", " | regardless of this attribute, an undefined\n", " | layout width or height is always initialized on\n", " | the first call to plot.\n", " | bargap\n", " | Sets the gap (in plot fraction) between bars of\n", " | adjacent location coordinates.\n", " | bargroupgap\n", " | Sets the gap (in plot fraction) between bars of\n", " | the same location coordinate.\n", " | barmode\n", " | Determines how bars at the same location\n", " | coordinate are displayed on the graph. With\n", " | \"stack\", the bars are stacked on top of one\n", " | another With \"relative\", the bars are stacked\n", " | on top of one another, with negative values\n", " | below the axis, positive values above With\n", " | \"group\", the bars are plotted next to one\n", " | another centered around the shared location.\n", " | With \"overlay\", the bars are plotted over one\n", " | another, you might need to an \"opacity\" to see\n", " | multiple bars.\n", " | barnorm\n", " | Sets the normalization for bar traces on the\n", " | graph. With \"fraction\", the value of each bar\n", " | is divided by the sum of all values at that\n", " | location coordinate. \"percent\" is the same but\n", " | multiplied by 100 to show percentages.\n", " | boxgap\n", " | Sets the gap (in plot fraction) between boxes\n", " | of adjacent location coordinates. Has no effect\n", " | on traces that have \"width\" set.\n", " | boxgroupgap\n", " | Sets the gap (in plot fraction) between boxes\n", " | of the same location coordinate. Has no effect\n", " | on traces that have \"width\" set.\n", " | boxmode\n", " | Determines how boxes at the same location\n", " | coordinate are displayed on the graph. If\n", " | \"group\", the boxes are plotted next to one\n", " | another centered around the shared location. If\n", " | \"overlay\", the boxes are plotted over one\n", " | another, you might need to set \"opacity\" to see\n", " | them multiple boxes. Has no effect on traces\n", " | that have \"width\" set.\n", " | calendar\n", " | Sets the default calendar system to use for\n", " | interpreting and displaying dates throughout\n", " | the plot.\n", " | clickmode\n", " | Determines the mode of single click\n", " | interactions. \"event\" is the default value and\n", " | emits the `plotly_click` event. In addition\n", " | this mode emits the `plotly_selected` event in\n", " | drag modes \"lasso\" and \"select\", but with no\n", " | event data attached (kept for compatibility\n", " | reasons). The \"select\" flag enables selecting\n", " | single data points via click. This mode also\n", " | supports persistent selections, meaning that\n", " | pressing Shift while clicking, adds to /\n", " | subtracts from an existing selection. \"select\"\n", " | with `hovermode`: \"x\" can be confusing,\n", " | consider explicitly setting `hovermode`:\n", " | \"closest\" when using this feature. Selection\n", " | events are sent accordingly as long as \"event\"\n", " | flag is set as well. When the \"event\" flag is\n", " | missing, `plotly_click` and `plotly_selected`\n", " | events are not fired.\n", " | colorscale\n", " | plotly.graph_objs.layout.Colorscale instance or\n", " | dict with compatible properties\n", " | colorway\n", " | Sets the default trace colors.\n", " | datarevision\n", " | If provided, a changed value tells\n", " | `Plotly.react` that one or more data arrays has\n", " | changed. This way you can modify arrays in-\n", " | place rather than making a complete new copy\n", " | for an incremental change. If NOT provided,\n", " | `Plotly.react` assumes that data arrays are\n", " | being treated as immutable, thus any data array\n", " | with a different identity from its predecessor\n", " | contains new data.\n", " | direction\n", " | Legacy polar charts are deprecated! Please\n", " | switch to \"polar\" subplots. Sets the direction\n", " | corresponding to positive angles in legacy\n", " | polar charts.\n", " | dragmode\n", " | Determines the mode of drag interactions.\n", " | \"select\" and \"lasso\" apply only to scatter\n", " | traces with markers or text. \"orbit\" and\n", " | \"turntable\" apply only to 3D scenes.\n", " | editrevision\n", " | Controls persistence of user-driven changes in\n", " | `editable: true` configuration, other than\n", " | trace names and axis titles. Defaults to\n", " | `layout.uirevision`.\n", " | extendpiecolors\n", " | If `true`, the pie slice colors (whether given\n", " | by `piecolorway` or inherited from `colorway`)\n", " | will be extended to three times its original\n", " | length by first repeating every color 20%\n", " | lighter then each color 20% darker. This is\n", " | intended to reduce the likelihood of reusing\n", " | the same color when you have many slices, but\n", " | you can set `false` to disable. Colors provided\n", " | in the trace, using `marker.colors`, are never\n", " | extended.\n", " | font\n", " | Sets the global font. Note that fonts used in\n", " | traces and other layout components inherit from\n", " | the global font.\n", " | geo\n", " | plotly.graph_objs.layout.Geo instance or dict\n", " | with compatible properties\n", " | grid\n", " | plotly.graph_objs.layout.Grid instance or dict\n", " | with compatible properties\n", " | height\n", " | Sets the plot's height (in px).\n", " | hiddenlabels\n", " | \n", " | hiddenlabelssrc\n", " | Sets the source reference on plot.ly for\n", " | hiddenlabels .\n", " | hidesources\n", " | Determines whether or not a text link citing\n", " | the data source is placed at the bottom-right\n", " | cored of the figure. Has only an effect only on\n", " | graphs that have been generated via forked\n", " | graphs from the plotly service (at\n", " | https://plotly.com or on-premise).\n", " | hoverdistance\n", " | Sets the default distance (in pixels) to look\n", " | for data to add hover labels (-1 means no\n", " | cutoff, 0 means no looking for data). This is\n", " | only a real distance for hovering on point-like\n", " | objects, like scatter points. For area-like\n", " | objects (bars, scatter fills, etc) hovering is\n", " | on inside the area and off outside, but these\n", " | objects will not supersede hover on point-like\n", " | objects in case of conflict.\n", " | hoverlabel\n", " | plotly.graph_objs.layout.Hoverlabel instance or\n", " | dict with compatible properties\n", " | hovermode\n", " | Determines the mode of hover interactions. If\n", " | `clickmode` includes the \"select\" flag,\n", " | `hovermode` defaults to \"closest\". If\n", " | `clickmode` lacks the \"select\" flag, it\n", " | defaults to \"x\" or \"y\" (depending on the\n", " | trace's `orientation` value) for plots based on\n", " | cartesian coordinates. For anything else the\n", " | default value is \"closest\".\n", " | images\n", " | plotly.graph_objs.layout.Image instance or dict\n", " | with compatible properties\n", " | imagedefaults\n", " | When used in a template (as\n", " | layout.template.layout.imagedefaults), sets the\n", " | default property values to use for elements of\n", " | layout.images\n", " | legend\n", " | plotly.graph_objs.layout.Legend instance or\n", " | dict with compatible properties\n", " | mapbox\n", " | plotly.graph_objs.layout.Mapbox instance or\n", " | dict with compatible properties\n", " | margin\n", " | plotly.graph_objs.layout.Margin instance or\n", " | dict with compatible properties\n", " | meta\n", " | Assigns extra meta information that can be used\n", " | in various `text` attributes. Attributes such\n", " | as the graph, axis and colorbar `title.text`\n", " | and annotation `text` support `meta`. One can\n", " | access `meta` fields using template strings:\n", " | `%{meta[i]}` where `i` is the index of the\n", " | `meta` item in question.\n", " | metasrc\n", " | Sets the source reference on plot.ly for meta\n", " | .\n", " | modebar\n", " | plotly.graph_objs.layout.Modebar instance or\n", " | dict with compatible properties\n", " | orientation\n", " | Legacy polar charts are deprecated! Please\n", " | switch to \"polar\" subplots. Rotates the entire\n", " | polar by the given angle in legacy polar\n", " | charts.\n", " | paper_bgcolor\n", " | Sets the color of paper where the graph is\n", " | drawn.\n", " | piecolorway\n", " | Sets the default pie slice colors. Defaults to\n", " | the main `colorway` used for trace colors. If\n", " | you specify a new list here it can still be\n", " | extended with lighter and darker colors, see\n", " | `extendpiecolors`.\n", " | plot_bgcolor\n", " | Sets the color of plotting area in-between x\n", " | and y axes.\n", " | polar\n", " | plotly.graph_objs.layout.Polar instance or dict\n", " | with compatible properties\n", " | radialaxis\n", " | plotly.graph_objs.layout.RadialAxis instance or\n", " | dict with compatible properties\n", " | scene\n", " | plotly.graph_objs.layout.Scene instance or dict\n", " | with compatible properties\n", " | selectdirection\n", " | When \"dragmode\" is set to \"select\", this limits\n", " | the selection of the drag to horizontal,\n", " | vertical or diagonal. \"h\" only allows\n", " | horizontal selection, \"v\" only vertical, \"d\"\n", " | only diagonal and \"any\" sets no limit.\n", " | selectionrevision\n", " | Controls persistence of user-driven changes in\n", " | selected points from all traces.\n", " | separators\n", " | Sets the decimal and thousand separators. For\n", " | example, *. * puts a '.' before decimals and a\n", " | space between thousands. In English locales,\n", " | dflt is \".,\" but other locales may alter this\n", " | default.\n", " | shapes\n", " | plotly.graph_objs.layout.Shape instance or dict\n", " | with compatible properties\n", " | shapedefaults\n", " | When used in a template (as\n", " | layout.template.layout.shapedefaults), sets the\n", " | default property values to use for elements of\n", " | layout.shapes\n", " | showlegend\n", " | Determines whether or not a legend is drawn.\n", " | Default is `true` if there is a trace to show\n", " | and any of these: a) Two or more traces would\n", " | by default be shown in the legend. b) One pie\n", " | trace is shown in the legend. c) One trace is\n", " | explicitly given with `showlegend: true`.\n", " | sliders\n", " | plotly.graph_objs.layout.Slider instance or\n", " | dict with compatible properties\n", " | sliderdefaults\n", " | When used in a template (as\n", " | layout.template.layout.sliderdefaults), sets\n", " | the default property values to use for elements\n", " | of layout.sliders\n", " | spikedistance\n", " | Sets the default distance (in pixels) to look\n", " | for data to draw spikelines to (-1 means no\n", " | cutoff, 0 means no looking for data). As with\n", " | hoverdistance, distance does not apply to area-\n", " | like objects. In addition, some objects can be\n", " | hovered on but will not generate spikelines,\n", " | such as scatter fills.\n", " | template\n", " | Default attributes to be applied to the plot.\n", " | This should be a dict with format: `{'layout':\n", " | layoutTemplate, 'data': {trace_type:\n", " | [traceTemplate, ...], ...}}` where\n", " | `layoutTemplate` is a dict matching the\n", " | structure of `figure.layout` and\n", " | `traceTemplate` is a dict matching the\n", " | structure of the trace with type `trace_type`\n", " | (e.g. 'scatter'). Alternatively, this may be\n", " | specified as an instance of\n", " | plotly.graph_objs.layout.Template. Trace\n", " | templates are applied cyclically to traces of\n", " | each type. Container arrays (eg `annotations`)\n", " | have special handling: An object ending in\n", " | `defaults` (eg `annotationdefaults`) is applied\n", " | to each array item. But if an item has a\n", " | `templateitemname` key we look in the template\n", " | array for an item with matching `name` and\n", " | apply that instead. If no matching `name` is\n", " | found we mark the item invisible. Any named\n", " | template item not referenced is appended to the\n", " | end of the array, so this can be used to add a\n", " | watermark annotation or a logo image, for\n", " | example. To omit one of these items on the\n", " | plot, make an item with matching\n", " | `templateitemname` and `visible: false`.\n", " | ternary\n", " | plotly.graph_objs.layout.Ternary instance or\n", " | dict with compatible properties\n", " | title\n", " | plotly.graph_objs.layout.Title instance or dict\n", " | with compatible properties\n", " | titlefont\n", " | Deprecated: Please use layout.title.font\n", " | instead. Sets the title font. Note that the\n", " | title's font used to be customized by the now\n", " | deprecated `titlefont` attribute.\n", " | transition\n", " | Sets transition options used during\n", " | Plotly.react updates.\n", " | uirevision\n", " | Used to allow user interactions with the plot\n", " | to persist after `Plotly.react` calls that are\n", " | unaware of these interactions. If `uirevision`\n", " | is omitted, or if it is given and it changed\n", " | from the previous `Plotly.react` call, the\n", " | exact new figure is used. If `uirevision` is\n", " | truthy and did NOT change, any attribute that\n", " | has been affected by user interactions and did\n", " | not receive a different value in the new figure\n", " | will keep the interaction value.\n", " | `layout.uirevision` attribute serves as the\n", " | default for `uirevision` attributes in various\n", " | sub-containers. For finer control you can set\n", " | these sub-attributes directly. For example, if\n", " | your app separately controls the data on the x\n", " | and y axes you might set\n", " | `xaxis.uirevision=*time*` and\n", " | `yaxis.uirevision=*cost*`. Then if only the y\n", " | data is changed, you can update\n", " | `yaxis.uirevision=*quantity*` and the y axis\n", " | range will reset but the x axis range will\n", " | retain any user-driven zoom.\n", " | updatemenus\n", " | plotly.graph_objs.layout.Updatemenu instance or\n", " | dict with compatible properties\n", " | updatemenudefaults\n", " | When used in a template (as\n", " | layout.template.layout.updatemenudefaults),\n", " | sets the default property values to use for\n", " | elements of layout.updatemenus\n", " | violingap\n", " | Sets the gap (in plot fraction) between violins\n", " | of adjacent location coordinates. Has no effect\n", " | on traces that have \"width\" set.\n", " | violingroupgap\n", " | Sets the gap (in plot fraction) between violins\n", " | of the same location coordinate. Has no effect\n", " | on traces that have \"width\" set.\n", " | violinmode\n", " | Determines how violins at the same location\n", " | coordinate are displayed on the graph. If\n", " | \"group\", the violins are plotted next to one\n", " | another centered around the shared location. If\n", " | \"overlay\", the violins are plotted over one\n", " | another, you might need to set \"opacity\" to see\n", " | them multiple violins. Has no effect on traces\n", " | that have \"width\" set.\n", " | width\n", " | Sets the plot's width (in px).\n", " | xaxis\n", " | plotly.graph_objs.layout.XAxis instance or dict\n", " | with compatible properties\n", " | yaxis\n", " | plotly.graph_objs.layout.YAxis instance or dict\n", " | with compatible properties\n", " | \n", " | frames\n", " | The 'frames' property is a tuple of instances of\n", " | Frame that may be specified as:\n", " | - A list or tuple of instances of plotly.graph_objs.Frame\n", " | - A list or tuple of dicts of string/value properties that\n", " | will be passed to the Frame constructor\n", " | \n", " | Supported dict properties:\n", " | \n", " | baseframe\n", " | The name of the frame into which this frame's\n", " | properties are merged before applying. This is\n", " | used to unify properties and avoid needing to\n", " | specify the same values for the same properties\n", " | in multiple frames.\n", " | data\n", " | A list of traces this frame modifies. The\n", " | format is identical to the normal trace\n", " | definition.\n", " | group\n", " | An identifier that specifies the group to which\n", " | the frame belongs, used by animate to select a\n", " | subset of frames.\n", " | layout\n", " | Layout properties which this frame modifies.\n", " | The format is identical to the normal layout\n", " | definition.\n", " | name\n", " | A label by which to identify the frame\n", " | traces\n", " | A list of trace indices that identify the\n", " | respective traces in the data attribute\n", " | \n", " | skip_invalid: bool\n", " | If True, invalid properties in the figure specification will be\n", " | skipped silently. If False (default) invalid properties in the\n", " | figure specification will result in a ValueError\n", " | \n", " | Raises\n", " | ------\n", " | ValueError\n", " | if a property in the specification of data, layout, or frames\n", " | is invalid AND skip_invalid is False\n", " | \n", " | 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, uirevision=None, visible=None, row=None, col=None, **kwargs)\n", " | Add a new Area trace\n", " | \n", " | Parameters\n", " | ----------\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.area.Hoverlabel instance or dict with\n", " | compatible properties\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | marker\n", " | plotly.graph_objs.area.Marker instance or dict with\n", " | compatible properties\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | r\n", " | Area traces are deprecated! Please switch to the\n", " | \"barpolar\" trace type. Sets the radial coordinates for\n", " | legacy polar chart only.\n", " | rsrc\n", " | Sets the source reference on plot.ly for r .\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | stream\n", " | plotly.graph_objs.area.Stream instance or dict with\n", " | compatible properties\n", " | t\n", " | Area traces are deprecated! Please switch to the\n", " | \"barpolar\" trace type. Sets the angular coordinates for\n", " | legacy polar chart only.\n", " | tsrc\n", " | Sets the source reference on plot.ly for t .\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Area\n", " | \n", " | 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, hovertemplate=None, hovertemplatesrc=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, uirevision=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)\n", " | Add a new Bar trace\n", " | \n", " | The data visualized by the span of the bars is set in `y` if\n", " | `orientation` is set th \"v\" (the default) and the labels are\n", " | set in `x`. By setting `orientation` to \"h\", the roles are\n", " | interchanged.\n", " | \n", " | Parameters\n", " | ----------\n", " | base\n", " | Sets where the bar base is drawn (in position axis\n", " | units). In \"stack\" or \"relative\" barmode, traces that\n", " | set \"base\" will be excluded and drawn in \"overlay\" mode\n", " | instead.\n", " | basesrc\n", " | Sets the source reference on plot.ly for base .\n", " | cliponaxis\n", " | Determines whether the text nodes are clipped about the\n", " | subplot axes. To show the text nodes above axis lines\n", " | and tick labels, make sure to set `xaxis.layer` and\n", " | `yaxis.layer` to *below traces*.\n", " | constraintext\n", " | Constrain the size of text inside or outside a bar to\n", " | be no larger than the bar itself.\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | dx\n", " | Sets the x coordinate step. See `x0` for more info.\n", " | dy\n", " | Sets the y coordinate step. See `y0` for more info.\n", " | error_x\n", " | plotly.graph_objs.bar.ErrorX instance or dict with\n", " | compatible properties\n", " | error_y\n", " | plotly.graph_objs.bar.ErrorY instance or dict with\n", " | compatible properties\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.bar.Hoverlabel instance or dict with\n", " | compatible properties\n", " | hovertemplate\n", " | Template string used for rendering the information that\n", " | appear on hover box. Note that this will override\n", " | `hoverinfo`. Variables are inserted using %{variable},\n", " | for example \"y: %{y}\". Numbers are formatted using\n", " | d3-format's syntax %{variable:d3-format}, for example\n", " | \"Price: %{y:$.2f}\". See https://github.com/d3/d3-format\n", " | /blob/master/README.md#locale_format for details on the\n", " | formatting syntax. The variables available in\n", " | `hovertemplate` are the ones emitted as event data\n", " | described at this link\n", " | https://plotly.com/javascript/plotlyjs-events/#event-data.\n", " | Additionally, every attributes that can be specified\n", " | per-point (the ones that are `arrayOk: true`) are\n", " | available. Anything contained in tag `` is\n", " | displayed in the secondary box, for example\n", " | \"{fullData.name}\".\n", " | hovertemplatesrc\n", " | Sets the source reference on plot.ly for hovertemplate\n", " | .\n", " | hovertext\n", " | Sets hover text elements associated with each (x,y)\n", " | pair. If a single string, the same string appears over\n", " | all the data points. If an array of string, the items\n", " | are mapped in order to the this trace's (x,y)\n", " | coordinates. To be seen, trace `hoverinfo` must contain\n", " | a \"text\" flag.\n", " | hovertextsrc\n", " | Sets the source reference on plot.ly for hovertext .\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | insidetextfont\n", " | Sets the font used for `text` lying inside the bar.\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | marker\n", " | plotly.graph_objs.bar.Marker instance or dict with\n", " | compatible properties\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | offset\n", " | Shifts the position where the bar is drawn (in position\n", " | axis units). In \"group\" barmode, traces that set\n", " | \"offset\" will be excluded and drawn in \"overlay\" mode\n", " | instead.\n", " | offsetsrc\n", " | Sets the source reference on plot.ly for offset .\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | orientation\n", " | Sets the orientation of the bars. With \"v\" (\"h\"), the\n", " | value of the each bar spans along the vertical\n", " | (horizontal).\n", " | outsidetextfont\n", " | Sets the font used for `text` lying outside the bar.\n", " | r\n", " | r coordinates in scatter traces are deprecated!Please\n", " | switch to the \"scatterpolar\" trace type.Sets the radial\n", " | coordinatesfor legacy polar chart only.\n", " | rsrc\n", " | Sets the source reference on plot.ly for r .\n", " | selected\n", " | plotly.graph_objs.bar.Selected instance or dict with\n", " | compatible properties\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | stream\n", " | plotly.graph_objs.bar.Stream instance or dict with\n", " | compatible properties\n", " | t\n", " | t coordinates in scatter traces are deprecated!Please\n", " | switch to the \"scatterpolar\" trace type.Sets the\n", " | angular coordinatesfor legacy polar chart only.\n", " | text\n", " | Sets text elements associated with each (x,y) pair. If\n", " | a single string, the same string appears over all the\n", " | data points. If an array of string, the items are\n", " | mapped in order to the this trace's (x,y) coordinates.\n", " | If trace `hoverinfo` contains a \"text\" flag and\n", " | \"hovertext\" is not set, these elements will be seen in\n", " | the hover labels.\n", " | textfont\n", " | Sets the font used for `text`.\n", " | textposition\n", " | Specifies the location of the `text`. \"inside\"\n", " | positions `text` inside, next to the bar end (rotated\n", " | and scaled if needed). \"outside\" positions `text`\n", " | outside, next to the bar end (scaled if needed), unless\n", " | there is another bar stacked on this one, then the text\n", " | gets pushed inside. \"auto\" tries to position `text`\n", " | inside the bar, but if the bar is too small and no bar\n", " | is stacked on this one the text is moved outside.\n", " | textpositionsrc\n", " | Sets the source reference on plot.ly for textposition\n", " | .\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | tsrc\n", " | Sets the source reference on plot.ly for t .\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | unselected\n", " | plotly.graph_objs.bar.Unselected instance or dict with\n", " | compatible properties\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | width\n", " | Sets the bar width (in position axis units).\n", " | widthsrc\n", " | Sets the source reference on plot.ly for width .\n", " | x\n", " | Sets the x coordinates.\n", " | x0\n", " | Alternate to `x`. Builds a linear space of x\n", " | coordinates. Use with `dx` where `x0` is the starting\n", " | coordinate and `dx` the step.\n", " | xaxis\n", " | Sets a reference between this trace's x coordinates and\n", " | a 2D cartesian x axis. If \"x\" (the default value), the\n", " | x coordinates refer to `layout.xaxis`. If \"x2\", the x\n", " | coordinates refer to `layout.xaxis2`, and so on.\n", " | xcalendar\n", " | Sets the calendar system to use with `x` date data.\n", " | xsrc\n", " | Sets the source reference on plot.ly for x .\n", " | y\n", " | Sets the y coordinates.\n", " | y0\n", " | Alternate to `y`. Builds a linear space of y\n", " | coordinates. Use with `dy` where `y0` is the starting\n", " | coordinate and `dy` the step.\n", " | yaxis\n", " | Sets a reference between this trace's y coordinates and\n", " | a 2D cartesian y axis. If \"y\" (the default value), the\n", " | y coordinates refer to `layout.yaxis`. If \"y2\", the y\n", " | coordinates refer to `layout.yaxis2`, and so on.\n", " | ycalendar\n", " | Sets the calendar system to use with `y` date data.\n", " | ysrc\n", " | Sets the source reference on plot.ly for y .\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Bar\n", " | \n", " | add_barpolar(self, base=None, basesrc=None, customdata=None, customdatasrc=None, dr=None, dtheta=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, ids=None, idssrc=None, legendgroup=None, marker=None, name=None, offset=None, offsetsrc=None, opacity=None, r=None, r0=None, rsrc=None, selected=None, selectedpoints=None, showlegend=None, stream=None, subplot=None, text=None, textsrc=None, theta=None, theta0=None, thetasrc=None, thetaunit=None, uid=None, uirevision=None, unselected=None, visible=None, width=None, widthsrc=None, row=None, col=None, **kwargs)\n", " | Add a new Barpolar trace\n", " | \n", " | The data visualized by the radial span of the bars is set in\n", " | `r`\n", " | \n", " | Parameters\n", " | ----------\n", " | base\n", " | Sets where the bar base is drawn (in radial axis\n", " | units). In \"stack\" barmode, traces that set \"base\" will\n", " | be excluded and drawn in \"overlay\" mode instead.\n", " | basesrc\n", " | Sets the source reference on plot.ly for base .\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | dr\n", " | Sets the r coordinate step.\n", " | dtheta\n", " | Sets the theta coordinate step. By default, the\n", " | `dtheta` step equals the subplot's period divided by\n", " | the length of the `r` coordinates.\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.barpolar.Hoverlabel instance or dict\n", " | with compatible properties\n", " | hovertemplate\n", " | Template string used for rendering the information that\n", " | appear on hover box. Note that this will override\n", " | `hoverinfo`. Variables are inserted using %{variable},\n", " | for example \"y: %{y}\". Numbers are formatted using\n", " | d3-format's syntax %{variable:d3-format}, for example\n", " | \"Price: %{y:$.2f}\". See https://github.com/d3/d3-format\n", " | /blob/master/README.md#locale_format for details on the\n", " | formatting syntax. The variables available in\n", " | `hovertemplate` are the ones emitted as event data\n", " | described at this link\n", " | https://plotly.com/javascript/plotlyjs-events/#event-data.\n", " | Additionally, every attributes that can be specified\n", " | per-point (the ones that are `arrayOk: true`) are\n", " | available. Anything contained in tag `` is\n", " | displayed in the secondary box, for example\n", " | \"{fullData.name}\".\n", " | hovertemplatesrc\n", " | Sets the source reference on plot.ly for hovertemplate\n", " | .\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | marker\n", " | plotly.graph_objs.barpolar.Marker instance or dict with\n", " | compatible properties\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | offset\n", " | Shifts the angular position where the bar is drawn (in\n", " | \"thetatunit\" units).\n", " | offsetsrc\n", " | Sets the source reference on plot.ly for offset .\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | r\n", " | Sets the radial coordinates\n", " | r0\n", " | Alternate to `r`. Builds a linear space of r\n", " | coordinates. Use with `dr` where `r0` is the starting\n", " | coordinate and `dr` the step.\n", " | rsrc\n", " | Sets the source reference on plot.ly for r .\n", " | selected\n", " | plotly.graph_objs.barpolar.Selected instance or dict\n", " | with compatible properties\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | stream\n", " | plotly.graph_objs.barpolar.Stream instance or dict with\n", " | compatible properties\n", " | subplot\n", " | Sets a reference between this trace's data coordinates\n", " | and a polar subplot. If \"polar\" (the default value),\n", " | the data refer to `layout.polar`. If \"polar2\", the data\n", " | refer to `layout.polar2`, and so on.\n", " | text\n", " | Sets hover text elements associated with each bar. If a\n", " | single string, the same string appears over all bars.\n", " | If an array of string, the items are mapped in order to\n", " | the this trace's coordinates.\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | theta\n", " | Sets the angular coordinates\n", " | theta0\n", " | Alternate to `theta`. Builds a linear space of theta\n", " | coordinates. Use with `dtheta` where `theta0` is the\n", " | starting coordinate and `dtheta` the step.\n", " | thetasrc\n", " | Sets the source reference on plot.ly for theta .\n", " | thetaunit\n", " | Sets the unit of input \"theta\" values. Has an effect\n", " | only when on \"linear\" angular axes.\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | unselected\n", " | plotly.graph_objs.barpolar.Unselected instance or dict\n", " | with compatible properties\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | width\n", " | Sets the bar angular width (in \"thetaunit\" units).\n", " | widthsrc\n", " | Sets the source reference on plot.ly for width .\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Barpolar\n", " | \n", " | 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, uirevision=None, unselected=None, visible=None, whiskerwidth=None, width=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)\n", " | Add a new Box trace\n", " | \n", " | In vertical (horizontal) box plots, statistics are computed\n", " | using `y` (`x`) values. By supplying an `x` (`y`) array, one\n", " | box per distinct x (y) value is drawn If no `x` (`y`) list is\n", " | provided, a single box is drawn. That box position is then\n", " | positioned with with `name` or with `x0` (`y0`) if provided.\n", " | Each box spans from quartile 1 (Q1) to quartile 3 (Q3). The\n", " | second quartile (Q2) is marked by a line inside the box. By\n", " | default, the whiskers correspond to the box' edges +/- 1.5\n", " | times the interquartile range (IQR = Q3-Q1), see \"boxpoints\"\n", " | for other options.\n", " | \n", " | Parameters\n", " | ----------\n", " | boxmean\n", " | If True, the mean of the box(es)' underlying\n", " | distribution is drawn as a dashed line inside the\n", " | box(es). If \"sd\" the standard deviation is also drawn.\n", " | boxpoints\n", " | If \"outliers\", only the sample points lying outside the\n", " | whiskers are shown If \"suspectedoutliers\", the outlier\n", " | points are shown and points either less than 4*Q1-3*Q3\n", " | or greater than 4*Q3-3*Q1 are highlighted (see\n", " | `outliercolor`) If \"all\", all sample points are shown\n", " | If False, only the box(es) are shown with no sample\n", " | points\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | fillcolor\n", " | Sets the fill color. Defaults to a half-transparent\n", " | variant of the line color, marker color, or marker line\n", " | color, whichever is available.\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.box.Hoverlabel instance or dict with\n", " | compatible properties\n", " | hoveron\n", " | Do the hover effects highlight individual boxes or\n", " | sample points or both?\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | jitter\n", " | Sets the amount of jitter in the sample points drawn.\n", " | If 0, the sample points align along the distribution\n", " | axis. If 1, the sample points are drawn in a random\n", " | jitter of width equal to the width of the box(es).\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | line\n", " | plotly.graph_objs.box.Line instance or dict with\n", " | compatible properties\n", " | marker\n", " | plotly.graph_objs.box.Marker instance or dict with\n", " | compatible properties\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover. For box traces, the name will\n", " | also be used for the position coordinate, if `x` and\n", " | `x0` (`y` and `y0` if horizontal) are missing and the\n", " | position axis is categorical\n", " | notched\n", " | Determines whether or not notches should be drawn.\n", " | notchwidth\n", " | Sets the width of the notches relative to the box'\n", " | width. For example, with 0, the notches are as wide as\n", " | the box(es).\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | orientation\n", " | Sets the orientation of the box(es). If \"v\" (\"h\"), the\n", " | distribution is visualized along the vertical\n", " | (horizontal).\n", " | pointpos\n", " | Sets the position of the sample points in relation to\n", " | the box(es). If 0, the sample points are places over\n", " | the center of the box(es). Positive (negative) values\n", " | correspond to positions to the right (left) for\n", " | vertical boxes and above (below) for horizontal boxes\n", " | selected\n", " | plotly.graph_objs.box.Selected instance or dict with\n", " | compatible properties\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | stream\n", " | plotly.graph_objs.box.Stream instance or dict with\n", " | compatible properties\n", " | text\n", " | Sets the text elements associated with each sample\n", " | value. If a single string, the same string appears over\n", " | all the data points. If an array of string, the items\n", " | are mapped in order to the this trace's (x,y)\n", " | coordinates. To be seen, trace `hoverinfo` must contain\n", " | a \"text\" flag.\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | unselected\n", " | plotly.graph_objs.box.Unselected instance or dict with\n", " | compatible properties\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | whiskerwidth\n", " | Sets the width of the whiskers relative to the box'\n", " | width. For example, with 1, the whiskers are as wide as\n", " | the box(es).\n", " | width\n", " | Sets the width of the box in data coordinate If 0\n", " | (default value) the width is automatically selected\n", " | based on the positions of other box traces in the same\n", " | subplot.\n", " | x\n", " | Sets the x sample data or coordinates. See overview for\n", " | more info.\n", " | x0\n", " | Sets the x coordinate of the box. See overview for more\n", " | info.\n", " | xaxis\n", " | Sets a reference between this trace's x coordinates and\n", " | a 2D cartesian x axis. If \"x\" (the default value), the\n", " | x coordinates refer to `layout.xaxis`. If \"x2\", the x\n", " | coordinates refer to `layout.xaxis2`, and so on.\n", " | xcalendar\n", " | Sets the calendar system to use with `x` date data.\n", " | xsrc\n", " | Sets the source reference on plot.ly for x .\n", " | y\n", " | Sets the y sample data or coordinates. See overview for\n", " | more info.\n", " | y0\n", " | Sets the y coordinate of the box. See overview for more\n", " | info.\n", " | yaxis\n", " | Sets a reference between this trace's y coordinates and\n", " | a 2D cartesian y axis. If \"y\" (the default value), the\n", " | y coordinates refer to `layout.yaxis`. If \"y2\", the y\n", " | coordinates refer to `layout.yaxis2`, and so on.\n", " | ycalendar\n", " | Sets the calendar system to use with `y` date data.\n", " | ysrc\n", " | Sets the source reference on plot.ly for y .\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Box\n", " | \n", " | 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, uirevision=None, visible=None, whiskerwidth=None, x=None, xaxis=None, xcalendar=None, xsrc=None, yaxis=None, row=None, col=None, **kwargs)\n", " | Add a new Candlestick trace\n", " | \n", " | The candlestick is a style of financial chart describing open,\n", " | high, low and close for a given `x` coordinate (most likely\n", " | time). The boxes represent the spread between the `open` and\n", " | `close` values and the lines represent the spread between the\n", " | `low` and `high` values Sample points where the close value is\n", " | higher (lower) then the open value are called increasing\n", " | (decreasing). By default, increasing candles are drawn in green\n", " | whereas decreasing are drawn in red.\n", " | \n", " | Parameters\n", " | ----------\n", " | close\n", " | Sets the close values.\n", " | closesrc\n", " | Sets the source reference on plot.ly for close .\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | decreasing\n", " | plotly.graph_objs.candlestick.Decreasing instance or\n", " | dict with compatible properties\n", " | high\n", " | Sets the high values.\n", " | highsrc\n", " | Sets the source reference on plot.ly for high .\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.candlestick.Hoverlabel instance or\n", " | dict with compatible properties\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | increasing\n", " | plotly.graph_objs.candlestick.Increasing instance or\n", " | dict with compatible properties\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | line\n", " | plotly.graph_objs.candlestick.Line instance or dict\n", " | with compatible properties\n", " | low\n", " | Sets the low values.\n", " | lowsrc\n", " | Sets the source reference on plot.ly for low .\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | open\n", " | Sets the open values.\n", " | opensrc\n", " | Sets the source reference on plot.ly for open .\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | stream\n", " | plotly.graph_objs.candlestick.Stream instance or dict\n", " | with compatible properties\n", " | text\n", " | Sets hover text elements associated with each sample\n", " | point. If a single string, the same string appears over\n", " | all the data points. If an array of string, the items\n", " | are mapped in order to this trace's sample points.\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | whiskerwidth\n", " | Sets the width of the whiskers relative to the box'\n", " | width. For example, with 1, the whiskers are as wide as\n", " | the box(es).\n", " | x\n", " | Sets the x coordinates. If absent, linear coordinate\n", " | will be generated.\n", " | xaxis\n", " | Sets a reference between this trace's x coordinates and\n", " | a 2D cartesian x axis. If \"x\" (the default value), the\n", " | x coordinates refer to `layout.xaxis`. If \"x2\", the x\n", " | coordinates refer to `layout.xaxis2`, and so on.\n", " | xcalendar\n", " | Sets the calendar system to use with `x` date data.\n", " | xsrc\n", " | Sets the source reference on plot.ly for x .\n", " | yaxis\n", " | Sets a reference between this trace's y coordinates and\n", " | a 2D cartesian y axis. If \"y\" (the default value), the\n", " | y coordinates refer to `layout.yaxis`. If \"y2\", the y\n", " | coordinates refer to `layout.yaxis2`, and so on.\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Candlestick\n", " | \n", " | 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, uirevision=None, visible=None, x=None, xaxis=None, xsrc=None, y=None, yaxis=None, ysrc=None, row=None, col=None, **kwargs)\n", " | Add a new Carpet trace\n", " | \n", " | The data describing carpet axis layout is set in `y` and\n", " | (optionally) also `x`. If only `y` is present, `x` the plot is\n", " | interpreted as a cheater plot and is filled in using the `y`\n", " | values. `x` and `y` may either be 2D arrays matching with each\n", " | dimension matching that of `a` and `b`, or they may be 1D\n", " | arrays with total length equal to that of `a` and `b`.\n", " | \n", " | Parameters\n", " | ----------\n", " | a\n", " | An array containing values of the first parameter value\n", " | a0\n", " | Alternate to `a`. Builds a linear space of a\n", " | coordinates. Use with `da` where `a0` is the starting\n", " | coordinate and `da` the step.\n", " | aaxis\n", " | plotly.graph_objs.carpet.Aaxis instance or dict with\n", " | compatible properties\n", " | asrc\n", " | Sets the source reference on plot.ly for a .\n", " | b\n", " | A two dimensional array of y coordinates at each carpet\n", " | point.\n", " | b0\n", " | Alternate to `b`. Builds a linear space of a\n", " | coordinates. Use with `db` where `b0` is the starting\n", " | coordinate and `db` the step.\n", " | baxis\n", " | plotly.graph_objs.carpet.Baxis instance or dict with\n", " | compatible properties\n", " | bsrc\n", " | Sets the source reference on plot.ly for b .\n", " | carpet\n", " | An identifier for this carpet, so that `scattercarpet`\n", " | and `scattercontour` traces can specify a carpet plot\n", " | on which they lie\n", " | cheaterslope\n", " | The shift applied to each successive row of data in\n", " | creating a cheater plot. Only used if `x` is been\n", " | ommitted.\n", " | color\n", " | Sets default for all colors associated with this axis\n", " | all at once: line, font, tick, and grid colors. Grid\n", " | color is lightened by blending this with the plot\n", " | background Individual pieces can override this.\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | da\n", " | Sets the a coordinate step. See `a0` for more info.\n", " | db\n", " | Sets the b coordinate step. See `b0` for more info.\n", " | font\n", " | The default font used for axis & tick labels on this\n", " | carpet\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.carpet.Hoverlabel instance or dict\n", " | with compatible properties\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | stream\n", " | plotly.graph_objs.carpet.Stream instance or dict with\n", " | compatible properties\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | x\n", " | A two dimensional array of x coordinates at each carpet\n", " | point. If ommitted, the plot is a cheater plot and the\n", " | xaxis is hidden by default.\n", " | xaxis\n", " | Sets a reference between this trace's x coordinates and\n", " | a 2D cartesian x axis. If \"x\" (the default value), the\n", " | x coordinates refer to `layout.xaxis`. If \"x2\", the x\n", " | coordinates refer to `layout.xaxis2`, and so on.\n", " | xsrc\n", " | Sets the source reference on plot.ly for x .\n", " | y\n", " | A two dimensional array of y coordinates at each carpet\n", " | point.\n", " | yaxis\n", " | Sets a reference between this trace's y coordinates and\n", " | a 2D cartesian y axis. If \"y\" (the default value), the\n", " | y coordinates refer to `layout.yaxis`. If \"y2\", the y\n", " | coordinates refer to `layout.yaxis2`, and so on.\n", " | ysrc\n", " | Sets the source reference on plot.ly for y .\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Carpet\n", " | \n", " | add_choropleth(self, autocolorscale=None, colorbar=None, colorscale=None, customdata=None, customdatasrc=None, geo=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=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, uirevision=None, unselected=None, visible=None, z=None, zauto=None, zmax=None, zmin=None, zsrc=None, row=None, col=None, **kwargs)\n", " | Add a new Choropleth trace\n", " | \n", " | The data that describes the choropleth value-to-color mapping\n", " | is set in `z`. The geographic locations corresponding to each\n", " | value in `z` are set in `locations`.\n", " | \n", " | Parameters\n", " | ----------\n", " | autocolorscale\n", " | Determines whether the colorscale is a default palette\n", " | (`autocolorscale: true`) or the palette determined by\n", " | `colorscale`. In case `colorscale` is unspecified or\n", " | `autocolorscale` is true, the default palette will be\n", " | chosen according to whether numbers in the `color`\n", " | array are all positive, all negative or mixed.\n", " | colorbar\n", " | plotly.graph_objs.choropleth.ColorBar instance or dict\n", " | with compatible properties\n", " | colorscale\n", " | Sets the colorscale. The colorscale must be an array\n", " | containing arrays mapping a normalized value to an rgb,\n", " | rgba, hex, hsl, hsv, or named color string. At minimum,\n", " | a mapping for the lowest (0) and highest (1) values are\n", " | required. For example, `[[0, 'rgb(0,0,255)', [1,\n", " | 'rgb(255,0,0)']]`. To control the bounds of the\n", " | colorscale in color space, use`zmin` and `zmax`.\n", " | Alternatively, `colorscale` may be a palette name\n", " | string of the following list: Greys,YlGnBu,Greens,YlOrR\n", " | d,Bluered,RdBu,Reds,Blues,Picnic,Rainbow,Portland,Jet,H\n", " | ot,Blackbody,Earth,Electric,Viridis,Cividis.\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | geo\n", " | Sets a reference between this trace's geospatial\n", " | coordinates and a geographic map. If \"geo\" (the default\n", " | value), the geospatial coordinates refer to\n", " | `layout.geo`. If \"geo2\", the geospatial coordinates\n", " | refer to `layout.geo2`, and so on.\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.choropleth.Hoverlabel instance or\n", " | dict with compatible properties\n", " | hovertemplate\n", " | Template string used for rendering the information that\n", " | appear on hover box. Note that this will override\n", " | `hoverinfo`. Variables are inserted using %{variable},\n", " | for example \"y: %{y}\". Numbers are formatted using\n", " | d3-format's syntax %{variable:d3-format}, for example\n", " | \"Price: %{y:$.2f}\". See https://github.com/d3/d3-format\n", " | /blob/master/README.md#locale_format for details on the\n", " | formatting syntax. The variables available in\n", " | `hovertemplate` are the ones emitted as event data\n", " | described at this link\n", " | https://plotly.com/javascript/plotlyjs-events/#event-data.\n", " | Additionally, every attributes that can be specified\n", " | per-point (the ones that are `arrayOk: true`) are\n", " | available. Anything contained in tag `` is\n", " | displayed in the secondary box, for example\n", " | \"{fullData.name}\".\n", " | hovertemplatesrc\n", " | Sets the source reference on plot.ly for hovertemplate\n", " | .\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | locationmode\n", " | Determines the set of locations used to match entries\n", " | in `locations` to regions on the map.\n", " | locations\n", " | Sets the coordinates via location IDs or names. See\n", " | `locationmode` for more info.\n", " | locationssrc\n", " | Sets the source reference on plot.ly for locations .\n", " | marker\n", " | plotly.graph_objs.choropleth.Marker instance or dict\n", " | with compatible properties\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | reversescale\n", " | Reverses the color mapping if true. If true, `zmin`\n", " | will correspond to the last color in the array and\n", " | `zmax` will correspond to the first color.\n", " | selected\n", " | plotly.graph_objs.choropleth.Selected instance or dict\n", " | with compatible properties\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | showscale\n", " | Determines whether or not a colorbar is displayed for\n", " | this trace.\n", " | stream\n", " | plotly.graph_objs.choropleth.Stream instance or dict\n", " | with compatible properties\n", " | text\n", " | Sets the text elements associated with each location.\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | unselected\n", " | plotly.graph_objs.choropleth.Unselected instance or\n", " | dict with compatible properties\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | z\n", " | Sets the color values.\n", " | zauto\n", " | Determines whether or not the color domain is computed\n", " | with respect to the input data (here in `z`) or the\n", " | bounds set in `zmin` and `zmax` Defaults to `false`\n", " | when `zmin` and `zmax` are set by the user.\n", " | zmax\n", " | Sets the upper bound of the color domain. Value should\n", " | have the same units as in `z` and if set, `zmin` must\n", " | be set as well.\n", " | zmin\n", " | Sets the lower bound of the color domain. Value should\n", " | have the same units as in `z` and if set, `zmax` must\n", " | be set as well.\n", " | zsrc\n", " | Sets the source reference on plot.ly for z .\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Choropleth\n", " | \n", " | 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, uirevision=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)\n", " | Add a new Cone trace\n", " | \n", " | Use cone traces to visualize vector fields. Specify a vector\n", " | field using 6 1D arrays, 3 position arrays `x`, `y` and `z` and\n", " | 3 vector component arrays `u`, `v`, `w`. The cones are drawn\n", " | exactly at the positions given by `x`, `y` and `z`.\n", " | \n", " | Parameters\n", " | ----------\n", " | anchor\n", " | Sets the cones' anchor with respect to their x/y/z\n", " | positions. Note that \"cm\" denote the cone's center of\n", " | mass which corresponds to 1/4 from the tail to tip.\n", " | autocolorscale\n", " | Determines whether the colorscale is a default palette\n", " | (`autocolorscale: true`) or the palette determined by\n", " | `colorscale`. In case `colorscale` is unspecified or\n", " | `autocolorscale` is true, the default palette will be\n", " | chosen according to whether numbers in the `color`\n", " | array are all positive, all negative or mixed.\n", " | cauto\n", " | Determines whether or not the color domain is computed\n", " | with respect to the input data (here u/v/w norm) or the\n", " | bounds set in `cmin` and `cmax` Defaults to `false`\n", " | when `cmin` and `cmax` are set by the user.\n", " | cmax\n", " | Sets the upper bound of the color domain. Value should\n", " | have the same units as u/v/w norm and if set, `cmin`\n", " | must be set as well.\n", " | cmin\n", " | Sets the lower bound of the color domain. Value should\n", " | have the same units as u/v/w norm and if set, `cmax`\n", " | must be set as well.\n", " | colorbar\n", " | plotly.graph_objs.cone.ColorBar instance or dict with\n", " | compatible properties\n", " | colorscale\n", " | Sets the colorscale. The colorscale must be an array\n", " | containing arrays mapping a normalized value to an rgb,\n", " | rgba, hex, hsl, hsv, or named color string. At minimum,\n", " | a mapping for the lowest (0) and highest (1) values are\n", " | required. For example, `[[0, 'rgb(0,0,255)', [1,\n", " | 'rgb(255,0,0)']]`. To control the bounds of the\n", " | colorscale in color space, use`cmin` and `cmax`.\n", " | Alternatively, `colorscale` may be a palette name\n", " | string of the following list: Greys,YlGnBu,Greens,YlOrR\n", " | d,Bluered,RdBu,Reds,Blues,Picnic,Rainbow,Portland,Jet,H\n", " | ot,Blackbody,Earth,Electric,Viridis,Cividis.\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.cone.Hoverlabel instance or dict with\n", " | compatible properties\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | lighting\n", " | plotly.graph_objs.cone.Lighting instance or dict with\n", " | compatible properties\n", " | lightposition\n", " | plotly.graph_objs.cone.Lightposition instance or dict\n", " | with compatible properties\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the surface.\n", " | reversescale\n", " | Reverses the color mapping if true. If true, `cmin`\n", " | will correspond to the last color in the array and\n", " | `cmax` will correspond to the first color.\n", " | scene\n", " | Sets a reference between this trace's 3D coordinate\n", " | system and a 3D scene. If \"scene\" (the default value),\n", " | the (x,y,z) coordinates refer to `layout.scene`. If\n", " | \"scene2\", the (x,y,z) coordinates refer to\n", " | `layout.scene2`, and so on.\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | showscale\n", " | Determines whether or not a colorbar is displayed for\n", " | this trace.\n", " | sizemode\n", " | Determines whether `sizeref` is set as a \"scaled\" (i.e\n", " | unitless) scalar (normalized by the max u/v/w norm in\n", " | the vector field) or as \"absolute\" value (in the same\n", " | units as the vector field).\n", " | sizeref\n", " | Adjusts the cone size scaling. The size of the cones is\n", " | determined by their u/v/w norm multiplied a factor and\n", " | `sizeref`. This factor (computed internally)\n", " | corresponds to the minimum \"time\" to travel across two\n", " | successive x/y/z positions at the average velocity of\n", " | those two successive positions. All cones in a given\n", " | trace use the same factor. With `sizemode` set to\n", " | \"scaled\", `sizeref` is unitless, its default value is\n", " | 0.5 With `sizemode` set to \"absolute\", `sizeref` has\n", " | the same units as the u/v/w vector field, its the\n", " | default value is half the sample's maximum vector norm.\n", " | stream\n", " | plotly.graph_objs.cone.Stream instance or dict with\n", " | compatible properties\n", " | text\n", " | Sets the text elements associated with the cones. If\n", " | trace `hoverinfo` contains a \"text\" flag and\n", " | \"hovertext\" is not set, these elements will be seen in\n", " | the hover labels.\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | u\n", " | Sets the x components of the vector field.\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | usrc\n", " | Sets the source reference on plot.ly for u .\n", " | v\n", " | Sets the y components of the vector field.\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | vsrc\n", " | Sets the source reference on plot.ly for v .\n", " | w\n", " | Sets the z components of the vector field.\n", " | wsrc\n", " | Sets the source reference on plot.ly for w .\n", " | x\n", " | Sets the x coordinates of the vector field and of the\n", " | displayed cones.\n", " | xsrc\n", " | Sets the source reference on plot.ly for x .\n", " | y\n", " | Sets the y coordinates of the vector field and of the\n", " | displayed cones.\n", " | ysrc\n", " | Sets the source reference on plot.ly for y .\n", " | z\n", " | Sets the z coordinates of the vector field and of the\n", " | displayed cones.\n", " | zsrc\n", " | Sets the source reference on plot.ly for z .\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Cone\n", " | \n", " | 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, uirevision=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)\n", " | Add a new Contour trace\n", " | \n", " | The data from which contour lines are computed is set in `z`.\n", " | Data in `z` must be a 2D list of numbers. Say that `z` has N\n", " | rows and M columns, then by default, these N rows correspond to\n", " | N y coordinates (set in `y` or auto-generated) and the M\n", " | columns correspond to M x coordinates (set in `x` or auto-\n", " | generated). By setting `transpose` to True, the above behavior\n", " | is flipped.\n", " | \n", " | Parameters\n", " | ----------\n", " | autocolorscale\n", " | Determines whether the colorscale is a default palette\n", " | (`autocolorscale: true`) or the palette determined by\n", " | `colorscale`. In case `colorscale` is unspecified or\n", " | `autocolorscale` is true, the default palette will be\n", " | chosen according to whether numbers in the `color`\n", " | array are all positive, all negative or mixed.\n", " | autocontour\n", " | Determines whether or not the contour level attributes\n", " | are picked by an algorithm. If True, the number of\n", " | contour levels can be set in `ncontours`. If False, set\n", " | the contour level attributes in `contours`.\n", " | colorbar\n", " | plotly.graph_objs.contour.ColorBar instance or dict\n", " | with compatible properties\n", " | colorscale\n", " | Sets the colorscale. The colorscale must be an array\n", " | containing arrays mapping a normalized value to an rgb,\n", " | rgba, hex, hsl, hsv, or named color string. At minimum,\n", " | a mapping for the lowest (0) and highest (1) values are\n", " | required. For example, `[[0, 'rgb(0,0,255)', [1,\n", " | 'rgb(255,0,0)']]`. To control the bounds of the\n", " | colorscale in color space, use`zmin` and `zmax`.\n", " | Alternatively, `colorscale` may be a palette name\n", " | string of the following list: Greys,YlGnBu,Greens,YlOrR\n", " | d,Bluered,RdBu,Reds,Blues,Picnic,Rainbow,Portland,Jet,H\n", " | ot,Blackbody,Earth,Electric,Viridis,Cividis.\n", " | connectgaps\n", " | Determines whether or not gaps (i.e. {nan} or missing\n", " | values) in the `z` data are filled in.\n", " | contours\n", " | plotly.graph_objs.contour.Contours instance or dict\n", " | with compatible properties\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | dx\n", " | Sets the x coordinate step. See `x0` for more info.\n", " | dy\n", " | Sets the y coordinate step. See `y0` for more info.\n", " | fillcolor\n", " | Sets the fill color if `contours.type` is \"constraint\".\n", " | Defaults to a half-transparent variant of the line\n", " | color, marker color, or marker line color, whichever is\n", " | available.\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.contour.Hoverlabel instance or dict\n", " | with compatible properties\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | line\n", " | plotly.graph_objs.contour.Line instance or dict with\n", " | compatible properties\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | ncontours\n", " | Sets the maximum number of contour levels. The actual\n", " | number of contours will be chosen automatically to be\n", " | less than or equal to the value of `ncontours`. Has an\n", " | effect only if `autocontour` is True or if\n", " | `contours.size` is missing.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | reversescale\n", " | Reverses the color mapping if true. If true, `zmin`\n", " | will correspond to the last color in the array and\n", " | `zmax` will correspond to the first color.\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | showscale\n", " | Determines whether or not a colorbar is displayed for\n", " | this trace.\n", " | stream\n", " | plotly.graph_objs.contour.Stream instance or dict with\n", " | compatible properties\n", " | text\n", " | Sets the text elements associated with each z value.\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | transpose\n", " | Transposes the z data.\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | x\n", " | Sets the x coordinates.\n", " | x0\n", " | Alternate to `x`. Builds a linear space of x\n", " | coordinates. Use with `dx` where `x0` is the starting\n", " | coordinate and `dx` the step.\n", " | xaxis\n", " | Sets a reference between this trace's x coordinates and\n", " | a 2D cartesian x axis. If \"x\" (the default value), the\n", " | x coordinates refer to `layout.xaxis`. If \"x2\", the x\n", " | coordinates refer to `layout.xaxis2`, and so on.\n", " | xcalendar\n", " | Sets the calendar system to use with `x` date data.\n", " | xsrc\n", " | Sets the source reference on plot.ly for x .\n", " | xtype\n", " | If \"array\", the heatmap's x coordinates are given by\n", " | \"x\" (the default behavior when `x` is provided). If\n", " | \"scaled\", the heatmap's x coordinates are given by \"x0\"\n", " | and \"dx\" (the default behavior when `x` is not\n", " | provided).\n", " | y\n", " | Sets the y coordinates.\n", " | y0\n", " | Alternate to `y`. Builds a linear space of y\n", " | coordinates. Use with `dy` where `y0` is the starting\n", " | coordinate and `dy` the step.\n", " | yaxis\n", " | Sets a reference between this trace's y coordinates and\n", " | a 2D cartesian y axis. If \"y\" (the default value), the\n", " | y coordinates refer to `layout.yaxis`. If \"y2\", the y\n", " | coordinates refer to `layout.yaxis2`, and so on.\n", " | ycalendar\n", " | Sets the calendar system to use with `y` date data.\n", " | ysrc\n", " | Sets the source reference on plot.ly for y .\n", " | ytype\n", " | If \"array\", the heatmap's y coordinates are given by\n", " | \"y\" (the default behavior when `y` is provided) If\n", " | \"scaled\", the heatmap's y coordinates are given by \"y0\"\n", " | and \"dy\" (the default behavior when `y` is not\n", " | provided)\n", " | z\n", " | Sets the z data.\n", " | zauto\n", " | Determines whether or not the color domain is computed\n", " | with respect to the input data (here in `z`) or the\n", " | bounds set in `zmin` and `zmax` Defaults to `false`\n", " | when `zmin` and `zmax` are set by the user.\n", " | zhoverformat\n", " | Sets the hover text formatting rule using d3 formatting\n", " | mini-languages which are very similar to those in\n", " | Python. See: https://github.com/d3/d3-format/blob/maste\n", " | r/README.md#locale_format\n", " | zmax\n", " | Sets the upper bound of the color domain. Value should\n", " | have the same units as in `z` and if set, `zmin` must\n", " | be set as well.\n", " | zmin\n", " | Sets the lower bound of the color domain. Value should\n", " | have the same units as in `z` and if set, `zmax` must\n", " | be set as well.\n", " | zsrc\n", " | Sets the source reference on plot.ly for z .\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Contour\n", " | \n", " | 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, uirevision=None, visible=None, xaxis=None, yaxis=None, z=None, zauto=None, zmax=None, zmin=None, zsrc=None, row=None, col=None, **kwargs)\n", " | Add a new Contourcarpet trace\n", " | \n", " | Plots contours on either the first carpet axis or the carpet\n", " | axis with a matching `carpet` attribute. Data `z` is\n", " | interpreted as matching that of the corresponding carpet axis.\n", " | \n", " | Parameters\n", " | ----------\n", " | a\n", " | Sets the x coordinates.\n", " | a0\n", " | Alternate to `x`. Builds a linear space of x\n", " | coordinates. Use with `dx` where `x0` is the starting\n", " | coordinate and `dx` the step.\n", " | asrc\n", " | Sets the source reference on plot.ly for a .\n", " | atype\n", " | If \"array\", the heatmap's x coordinates are given by\n", " | \"x\" (the default behavior when `x` is provided). If\n", " | \"scaled\", the heatmap's x coordinates are given by \"x0\"\n", " | and \"dx\" (the default behavior when `x` is not\n", " | provided).\n", " | autocolorscale\n", " | Determines whether the colorscale is a default palette\n", " | (`autocolorscale: true`) or the palette determined by\n", " | `colorscale`. In case `colorscale` is unspecified or\n", " | `autocolorscale` is true, the default palette will be\n", " | chosen according to whether numbers in the `color`\n", " | array are all positive, all negative or mixed.\n", " | autocontour\n", " | Determines whether or not the contour level attributes\n", " | are picked by an algorithm. If True, the number of\n", " | contour levels can be set in `ncontours`. If False, set\n", " | the contour level attributes in `contours`.\n", " | b\n", " | Sets the y coordinates.\n", " | b0\n", " | Alternate to `y`. Builds a linear space of y\n", " | coordinates. Use with `dy` where `y0` is the starting\n", " | coordinate and `dy` the step.\n", " | bsrc\n", " | Sets the source reference on plot.ly for b .\n", " | btype\n", " | If \"array\", the heatmap's y coordinates are given by\n", " | \"y\" (the default behavior when `y` is provided) If\n", " | \"scaled\", the heatmap's y coordinates are given by \"y0\"\n", " | and \"dy\" (the default behavior when `y` is not\n", " | provided)\n", " | carpet\n", " | The `carpet` of the carpet axes on which this contour\n", " | trace lies\n", " | colorbar\n", " | plotly.graph_objs.contourcarpet.ColorBar instance or\n", " | dict with compatible properties\n", " | colorscale\n", " | Sets the colorscale. The colorscale must be an array\n", " | containing arrays mapping a normalized value to an rgb,\n", " | rgba, hex, hsl, hsv, or named color string. At minimum,\n", " | a mapping for the lowest (0) and highest (1) values are\n", " | required. For example, `[[0, 'rgb(0,0,255)', [1,\n", " | 'rgb(255,0,0)']]`. To control the bounds of the\n", " | colorscale in color space, use`zmin` and `zmax`.\n", " | Alternatively, `colorscale` may be a palette name\n", " | string of the following list: Greys,YlGnBu,Greens,YlOrR\n", " | d,Bluered,RdBu,Reds,Blues,Picnic,Rainbow,Portland,Jet,H\n", " | ot,Blackbody,Earth,Electric,Viridis,Cividis.\n", " | contours\n", " | plotly.graph_objs.contourcarpet.Contours instance or\n", " | dict with compatible properties\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | da\n", " | Sets the x coordinate step. See `x0` for more info.\n", " | db\n", " | Sets the y coordinate step. See `y0` for more info.\n", " | fillcolor\n", " | Sets the fill color if `contours.type` is \"constraint\".\n", " | Defaults to a half-transparent variant of the line\n", " | color, marker color, or marker line color, whichever is\n", " | available.\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.contourcarpet.Hoverlabel instance or\n", " | dict with compatible properties\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | line\n", " | plotly.graph_objs.contourcarpet.Line instance or dict\n", " | with compatible properties\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | ncontours\n", " | Sets the maximum number of contour levels. The actual\n", " | number of contours will be chosen automatically to be\n", " | less than or equal to the value of `ncontours`. Has an\n", " | effect only if `autocontour` is True or if\n", " | `contours.size` is missing.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | reversescale\n", " | Reverses the color mapping if true. If true, `zmin`\n", " | will correspond to the last color in the array and\n", " | `zmax` will correspond to the first color.\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | showscale\n", " | Determines whether or not a colorbar is displayed for\n", " | this trace.\n", " | stream\n", " | plotly.graph_objs.contourcarpet.Stream instance or dict\n", " | with compatible properties\n", " | text\n", " | Sets the text elements associated with each z value.\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | transpose\n", " | Transposes the z data.\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | xaxis\n", " | Sets a reference between this trace's x coordinates and\n", " | a 2D cartesian x axis. If \"x\" (the default value), the\n", " | x coordinates refer to `layout.xaxis`. If \"x2\", the x\n", " | coordinates refer to `layout.xaxis2`, and so on.\n", " | yaxis\n", " | Sets a reference between this trace's y coordinates and\n", " | a 2D cartesian y axis. If \"y\" (the default value), the\n", " | y coordinates refer to `layout.yaxis`. If \"y2\", the y\n", " | coordinates refer to `layout.yaxis2`, and so on.\n", " | z\n", " | Sets the z data.\n", " | zauto\n", " | Determines whether or not the color domain is computed\n", " | with respect to the input data (here in `z`) or the\n", " | bounds set in `zmin` and `zmax` Defaults to `false`\n", " | when `zmin` and `zmax` are set by the user.\n", " | zmax\n", " | Sets the upper bound of the color domain. Value should\n", " | have the same units as in `z` and if set, `zmin` must\n", " | be set as well.\n", " | zmin\n", " | Sets the lower bound of the color domain. Value should\n", " | have the same units as in `z` and if set, `zmax` must\n", " | be set as well.\n", " | zsrc\n", " | Sets the source reference on plot.ly for z .\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Contourcarpet\n", " | \n", " | 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, uirevision=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)\n", " | Add a new Heatmap trace\n", " | \n", " | The data that describes the heatmap value-to-color mapping is\n", " | set in `z`. Data in `z` can either be a 2D list of values\n", " | (ragged or not) or a 1D array of values. In the case where `z`\n", " | is a 2D list, say that `z` has N rows and M columns. Then, by\n", " | default, the resulting heatmap will have N partitions along the\n", " | y axis and M partitions along the x axis. In other words, the\n", " | i-th row/ j-th column cell in `z` is mapped to the i-th\n", " | partition of the y axis (starting from the bottom of the plot)\n", " | and the j-th partition of the x-axis (starting from the left of\n", " | the plot). This behavior can be flipped by using `transpose`.\n", " | Moreover, `x` (`y`) can be provided with M or M+1 (N or N+1)\n", " | elements. If M (N), then the coordinates correspond to the\n", " | center of the heatmap cells and the cells have equal width. If\n", " | M+1 (N+1), then the coordinates correspond to the edges of the\n", " | heatmap cells. In the case where `z` is a 1D list, the x and y\n", " | coordinates must be provided in `x` and `y` respectively to\n", " | form data triplets.\n", " | \n", " | Parameters\n", " | ----------\n", " | autocolorscale\n", " | Determines whether the colorscale is a default palette\n", " | (`autocolorscale: true`) or the palette determined by\n", " | `colorscale`. In case `colorscale` is unspecified or\n", " | `autocolorscale` is true, the default palette will be\n", " | chosen according to whether numbers in the `color`\n", " | array are all positive, all negative or mixed.\n", " | colorbar\n", " | plotly.graph_objs.heatmap.ColorBar instance or dict\n", " | with compatible properties\n", " | colorscale\n", " | Sets the colorscale. The colorscale must be an array\n", " | containing arrays mapping a normalized value to an rgb,\n", " | rgba, hex, hsl, hsv, or named color string. At minimum,\n", " | a mapping for the lowest (0) and highest (1) values are\n", " | required. For example, `[[0, 'rgb(0,0,255)', [1,\n", " | 'rgb(255,0,0)']]`. To control the bounds of the\n", " | colorscale in color space, use`zmin` and `zmax`.\n", " | Alternatively, `colorscale` may be a palette name\n", " | string of the following list: Greys,YlGnBu,Greens,YlOrR\n", " | d,Bluered,RdBu,Reds,Blues,Picnic,Rainbow,Portland,Jet,H\n", " | ot,Blackbody,Earth,Electric,Viridis,Cividis.\n", " | connectgaps\n", " | Determines whether or not gaps (i.e. {nan} or missing\n", " | values) in the `z` data are filled in.\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | dx\n", " | Sets the x coordinate step. See `x0` for more info.\n", " | dy\n", " | Sets the y coordinate step. See `y0` for more info.\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.heatmap.Hoverlabel instance or dict\n", " | with compatible properties\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | reversescale\n", " | Reverses the color mapping if true. If true, `zmin`\n", " | will correspond to the last color in the array and\n", " | `zmax` will correspond to the first color.\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | showscale\n", " | Determines whether or not a colorbar is displayed for\n", " | this trace.\n", " | stream\n", " | plotly.graph_objs.heatmap.Stream instance or dict with\n", " | compatible properties\n", " | text\n", " | Sets the text elements associated with each z value.\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | transpose\n", " | Transposes the z data.\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | x\n", " | Sets the x coordinates.\n", " | x0\n", " | Alternate to `x`. Builds a linear space of x\n", " | coordinates. Use with `dx` where `x0` is the starting\n", " | coordinate and `dx` the step.\n", " | xaxis\n", " | Sets a reference between this trace's x coordinates and\n", " | a 2D cartesian x axis. If \"x\" (the default value), the\n", " | x coordinates refer to `layout.xaxis`. If \"x2\", the x\n", " | coordinates refer to `layout.xaxis2`, and so on.\n", " | xcalendar\n", " | Sets the calendar system to use with `x` date data.\n", " | xgap\n", " | Sets the horizontal gap (in pixels) between bricks.\n", " | xsrc\n", " | Sets the source reference on plot.ly for x .\n", " | xtype\n", " | If \"array\", the heatmap's x coordinates are given by\n", " | \"x\" (the default behavior when `x` is provided). If\n", " | \"scaled\", the heatmap's x coordinates are given by \"x0\"\n", " | and \"dx\" (the default behavior when `x` is not\n", " | provided).\n", " | y\n", " | Sets the y coordinates.\n", " | y0\n", " | Alternate to `y`. Builds a linear space of y\n", " | coordinates. Use with `dy` where `y0` is the starting\n", " | coordinate and `dy` the step.\n", " | yaxis\n", " | Sets a reference between this trace's y coordinates and\n", " | a 2D cartesian y axis. If \"y\" (the default value), the\n", " | y coordinates refer to `layout.yaxis`. If \"y2\", the y\n", " | coordinates refer to `layout.yaxis2`, and so on.\n", " | ycalendar\n", " | Sets the calendar system to use with `y` date data.\n", " | ygap\n", " | Sets the vertical gap (in pixels) between bricks.\n", " | ysrc\n", " | Sets the source reference on plot.ly for y .\n", " | ytype\n", " | If \"array\", the heatmap's y coordinates are given by\n", " | \"y\" (the default behavior when `y` is provided) If\n", " | \"scaled\", the heatmap's y coordinates are given by \"y0\"\n", " | and \"dy\" (the default behavior when `y` is not\n", " | provided)\n", " | z\n", " | Sets the z data.\n", " | zauto\n", " | Determines whether or not the color domain is computed\n", " | with respect to the input data (here in `z`) or the\n", " | bounds set in `zmin` and `zmax` Defaults to `false`\n", " | when `zmin` and `zmax` are set by the user.\n", " | zhoverformat\n", " | Sets the hover text formatting rule using d3 formatting\n", " | mini-languages which are very similar to those in\n", " | Python. See: https://github.com/d3/d3-format/blob/maste\n", " | r/README.md#locale_format\n", " | zmax\n", " | Sets the upper bound of the color domain. Value should\n", " | have the same units as in `z` and if set, `zmin` must\n", " | be set as well.\n", " | zmin\n", " | Sets the lower bound of the color domain. Value should\n", " | have the same units as in `z` and if set, `zmax` must\n", " | be set as well.\n", " | zsmooth\n", " | Picks a smoothing algorithm use to smooth `z` data.\n", " | zsrc\n", " | Sets the source reference on plot.ly for z .\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Heatmap\n", " | \n", " | 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, uirevision=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)\n", " | Add a new Heatmapgl trace\n", " | \n", " | WebGL version of the heatmap trace type.\n", " | \n", " | Parameters\n", " | ----------\n", " | autocolorscale\n", " | Determines whether the colorscale is a default palette\n", " | (`autocolorscale: true`) or the palette determined by\n", " | `colorscale`. In case `colorscale` is unspecified or\n", " | `autocolorscale` is true, the default palette will be\n", " | chosen according to whether numbers in the `color`\n", " | array are all positive, all negative or mixed.\n", " | colorbar\n", " | plotly.graph_objs.heatmapgl.ColorBar instance or dict\n", " | with compatible properties\n", " | colorscale\n", " | Sets the colorscale. The colorscale must be an array\n", " | containing arrays mapping a normalized value to an rgb,\n", " | rgba, hex, hsl, hsv, or named color string. At minimum,\n", " | a mapping for the lowest (0) and highest (1) values are\n", " | required. For example, `[[0, 'rgb(0,0,255)', [1,\n", " | 'rgb(255,0,0)']]`. To control the bounds of the\n", " | colorscale in color space, use`zmin` and `zmax`.\n", " | Alternatively, `colorscale` may be a palette name\n", " | string of the following list: Greys,YlGnBu,Greens,YlOrR\n", " | d,Bluered,RdBu,Reds,Blues,Picnic,Rainbow,Portland,Jet,H\n", " | ot,Blackbody,Earth,Electric,Viridis,Cividis.\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | dx\n", " | Sets the x coordinate step. See `x0` for more info.\n", " | dy\n", " | Sets the y coordinate step. See `y0` for more info.\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.heatmapgl.Hoverlabel instance or dict\n", " | with compatible properties\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | reversescale\n", " | Reverses the color mapping if true. If true, `zmin`\n", " | will correspond to the last color in the array and\n", " | `zmax` will correspond to the first color.\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | showscale\n", " | Determines whether or not a colorbar is displayed for\n", " | this trace.\n", " | stream\n", " | plotly.graph_objs.heatmapgl.Stream instance or dict\n", " | with compatible properties\n", " | text\n", " | Sets the text elements associated with each z value.\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | transpose\n", " | Transposes the z data.\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | x\n", " | Sets the x coordinates.\n", " | x0\n", " | Alternate to `x`. Builds a linear space of x\n", " | coordinates. Use with `dx` where `x0` is the starting\n", " | coordinate and `dx` the step.\n", " | xaxis\n", " | Sets a reference between this trace's x coordinates and\n", " | a 2D cartesian x axis. If \"x\" (the default value), the\n", " | x coordinates refer to `layout.xaxis`. If \"x2\", the x\n", " | coordinates refer to `layout.xaxis2`, and so on.\n", " | xsrc\n", " | Sets the source reference on plot.ly for x .\n", " | xtype\n", " | If \"array\", the heatmap's x coordinates are given by\n", " | \"x\" (the default behavior when `x` is provided). If\n", " | \"scaled\", the heatmap's x coordinates are given by \"x0\"\n", " | and \"dx\" (the default behavior when `x` is not\n", " | provided).\n", " | y\n", " | Sets the y coordinates.\n", " | y0\n", " | Alternate to `y`. Builds a linear space of y\n", " | coordinates. Use with `dy` where `y0` is the starting\n", " | coordinate and `dy` the step.\n", " | yaxis\n", " | Sets a reference between this trace's y coordinates and\n", " | a 2D cartesian y axis. If \"y\" (the default value), the\n", " | y coordinates refer to `layout.yaxis`. If \"y2\", the y\n", " | coordinates refer to `layout.yaxis2`, and so on.\n", " | ysrc\n", " | Sets the source reference on plot.ly for y .\n", " | ytype\n", " | If \"array\", the heatmap's y coordinates are given by\n", " | \"y\" (the default behavior when `y` is provided) If\n", " | \"scaled\", the heatmap's y coordinates are given by \"y0\"\n", " | and \"dy\" (the default behavior when `y` is not\n", " | provided)\n", " | z\n", " | Sets the z data.\n", " | zauto\n", " | Determines whether or not the color domain is computed\n", " | with respect to the input data (here in `z`) or the\n", " | bounds set in `zmin` and `zmax` Defaults to `false`\n", " | when `zmin` and `zmax` are set by the user.\n", " | zmax\n", " | Sets the upper bound of the color domain. Value should\n", " | have the same units as in `z` and if set, `zmin` must\n", " | be set as well.\n", " | zmin\n", " | Sets the lower bound of the color domain. Value should\n", " | have the same units as in `z` and if set, `zmax` must\n", " | be set as well.\n", " | zsrc\n", " | Sets the source reference on plot.ly for z .\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Heatmapgl\n", " | \n", " | 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, hovertemplate=None, hovertemplatesrc=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, uirevision=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)\n", " | Add a new Histogram trace\n", " | \n", " | The sample data from which statistics are computed is set in\n", " | `x` for vertically spanning histograms and in `y` for\n", " | horizontally spanning histograms. Binning options are set\n", " | `xbins` and `ybins` respectively if no aggregation data is\n", " | provided.\n", " | \n", " | Parameters\n", " | ----------\n", " | autobinx\n", " | Obsolete: since v1.42 each bin attribute is auto-\n", " | determined separately and `autobinx` is not needed.\n", " | However, we accept `autobinx: true` or `false` and will\n", " | update `xbins` accordingly before deleting `autobinx`\n", " | from the trace.\n", " | autobiny\n", " | Obsolete: since v1.42 each bin attribute is auto-\n", " | determined separately and `autobiny` is not needed.\n", " | However, we accept `autobiny: true` or `false` and will\n", " | update `ybins` accordingly before deleting `autobiny`\n", " | from the trace.\n", " | cumulative\n", " | plotly.graph_objs.histogram.Cumulative instance or dict\n", " | with compatible properties\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | error_x\n", " | plotly.graph_objs.histogram.ErrorX instance or dict\n", " | with compatible properties\n", " | error_y\n", " | plotly.graph_objs.histogram.ErrorY instance or dict\n", " | with compatible properties\n", " | histfunc\n", " | Specifies the binning function used for this histogram\n", " | trace. If \"count\", the histogram values are computed by\n", " | counting the number of values lying inside each bin. If\n", " | \"sum\", \"avg\", \"min\", \"max\", the histogram values are\n", " | computed using the sum, the average, the minimum or the\n", " | maximum of the values lying inside each bin\n", " | respectively.\n", " | histnorm\n", " | Specifies the type of normalization used for this\n", " | histogram trace. If \"\", the span of each bar\n", " | corresponds to the number of occurrences (i.e. the\n", " | number of data points lying inside the bins). If\n", " | \"percent\" / \"probability\", the span of each bar\n", " | corresponds to the percentage / fraction of occurrences\n", " | with respect to the total number of sample points\n", " | (here, the sum of all bin HEIGHTS equals 100% / 1). If\n", " | \"density\", the span of each bar corresponds to the\n", " | number of occurrences in a bin divided by the size of\n", " | the bin interval (here, the sum of all bin AREAS equals\n", " | the total number of sample points). If *probability\n", " | density*, the area of each bar corresponds to the\n", " | probability that an event will fall into the\n", " | corresponding bin (here, the sum of all bin AREAS\n", " | equals 1).\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.histogram.Hoverlabel instance or dict\n", " | with compatible properties\n", " | hovertemplate\n", " | Template string used for rendering the information that\n", " | appear on hover box. Note that this will override\n", " | `hoverinfo`. Variables are inserted using %{variable},\n", " | for example \"y: %{y}\". Numbers are formatted using\n", " | d3-format's syntax %{variable:d3-format}, for example\n", " | \"Price: %{y:$.2f}\". See https://github.com/d3/d3-format\n", " | /blob/master/README.md#locale_format for details on the\n", " | formatting syntax. The variables available in\n", " | `hovertemplate` are the ones emitted as event data\n", " | described at this link\n", " | https://plotly.com/javascript/plotlyjs-events/#event-data.\n", " | Additionally, every attributes that can be specified\n", " | per-point (the ones that are `arrayOk: true`) are\n", " | available. variable `binNumber` Anything contained in\n", " | tag `` is displayed in the secondary box, for\n", " | example \"{fullData.name}\".\n", " | hovertemplatesrc\n", " | Sets the source reference on plot.ly for hovertemplate\n", " | .\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | marker\n", " | plotly.graph_objs.histogram.Marker instance or dict\n", " | with compatible properties\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | nbinsx\n", " | Specifies the maximum number of desired bins. This\n", " | value will be used in an algorithm that will decide the\n", " | optimal bin size such that the histogram best\n", " | visualizes the distribution of the data. Ignored if\n", " | `xbins.size` is provided.\n", " | nbinsy\n", " | Specifies the maximum number of desired bins. This\n", " | value will be used in an algorithm that will decide the\n", " | optimal bin size such that the histogram best\n", " | visualizes the distribution of the data. Ignored if\n", " | `ybins.size` is provided.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | orientation\n", " | Sets the orientation of the bars. With \"v\" (\"h\"), the\n", " | value of the each bar spans along the vertical\n", " | (horizontal).\n", " | selected\n", " | plotly.graph_objs.histogram.Selected instance or dict\n", " | with compatible properties\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | stream\n", " | plotly.graph_objs.histogram.Stream instance or dict\n", " | with compatible properties\n", " | text\n", " | Sets text elements associated with each (x,y) pair. If\n", " | a single string, the same string appears over all the\n", " | data points. If an array of string, the items are\n", " | mapped in order to the this trace's (x,y) coordinates.\n", " | If trace `hoverinfo` contains a \"text\" flag and\n", " | \"hovertext\" is not set, these elements will be seen in\n", " | the hover labels.\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | unselected\n", " | plotly.graph_objs.histogram.Unselected instance or dict\n", " | with compatible properties\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | x\n", " | Sets the sample data to be binned on the x axis.\n", " | xaxis\n", " | Sets a reference between this trace's x coordinates and\n", " | a 2D cartesian x axis. If \"x\" (the default value), the\n", " | x coordinates refer to `layout.xaxis`. If \"x2\", the x\n", " | coordinates refer to `layout.xaxis2`, and so on.\n", " | xbins\n", " | plotly.graph_objs.histogram.XBins instance or dict with\n", " | compatible properties\n", " | xcalendar\n", " | Sets the calendar system to use with `x` date data.\n", " | xsrc\n", " | Sets the source reference on plot.ly for x .\n", " | y\n", " | Sets the sample data to be binned on the y axis.\n", " | yaxis\n", " | Sets a reference between this trace's y coordinates and\n", " | a 2D cartesian y axis. If \"y\" (the default value), the\n", " | y coordinates refer to `layout.yaxis`. If \"y2\", the y\n", " | coordinates refer to `layout.yaxis2`, and so on.\n", " | ybins\n", " | plotly.graph_objs.histogram.YBins instance or dict with\n", " | compatible properties\n", " | ycalendar\n", " | Sets the calendar system to use with `y` date data.\n", " | ysrc\n", " | Sets the source reference on plot.ly for y .\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Histogram\n", " | \n", " | 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, uirevision=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)\n", " | Add a new Histogram2d trace\n", " | \n", " | The sample data from which statistics are computed is set in\n", " | `x` and `y` (where `x` and `y` represent marginal\n", " | distributions, binning is set in `xbins` and `ybins` in this\n", " | case) or `z` (where `z` represent the 2D distribution and\n", " | binning set, binning is set by `x` and `y` in this case). The\n", " | resulting distribution is visualized as a heatmap.\n", " | \n", " | Parameters\n", " | ----------\n", " | autobinx\n", " | Obsolete: since v1.42 each bin attribute is auto-\n", " | determined separately and `autobinx` is not needed.\n", " | However, we accept `autobinx: true` or `false` and will\n", " | update `xbins` accordingly before deleting `autobinx`\n", " | from the trace.\n", " | autobiny\n", " | Obsolete: since v1.42 each bin attribute is auto-\n", " | determined separately and `autobiny` is not needed.\n", " | However, we accept `autobiny: true` or `false` and will\n", " | update `ybins` accordingly before deleting `autobiny`\n", " | from the trace.\n", " | autocolorscale\n", " | Determines whether the colorscale is a default palette\n", " | (`autocolorscale: true`) or the palette determined by\n", " | `colorscale`. In case `colorscale` is unspecified or\n", " | `autocolorscale` is true, the default palette will be\n", " | chosen according to whether numbers in the `color`\n", " | array are all positive, all negative or mixed.\n", " | colorbar\n", " | plotly.graph_objs.histogram2d.ColorBar instance or dict\n", " | with compatible properties\n", " | colorscale\n", " | Sets the colorscale. The colorscale must be an array\n", " | containing arrays mapping a normalized value to an rgb,\n", " | rgba, hex, hsl, hsv, or named color string. At minimum,\n", " | a mapping for the lowest (0) and highest (1) values are\n", " | required. For example, `[[0, 'rgb(0,0,255)', [1,\n", " | 'rgb(255,0,0)']]`. To control the bounds of the\n", " | colorscale in color space, use`zmin` and `zmax`.\n", " | Alternatively, `colorscale` may be a palette name\n", " | string of the following list: Greys,YlGnBu,Greens,YlOrR\n", " | d,Bluered,RdBu,Reds,Blues,Picnic,Rainbow,Portland,Jet,H\n", " | ot,Blackbody,Earth,Electric,Viridis,Cividis.\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | histfunc\n", " | Specifies the binning function used for this histogram\n", " | trace. If \"count\", the histogram values are computed by\n", " | counting the number of values lying inside each bin. If\n", " | \"sum\", \"avg\", \"min\", \"max\", the histogram values are\n", " | computed using the sum, the average, the minimum or the\n", " | maximum of the values lying inside each bin\n", " | respectively.\n", " | histnorm\n", " | Specifies the type of normalization used for this\n", " | histogram trace. If \"\", the span of each bar\n", " | corresponds to the number of occurrences (i.e. the\n", " | number of data points lying inside the bins). If\n", " | \"percent\" / \"probability\", the span of each bar\n", " | corresponds to the percentage / fraction of occurrences\n", " | with respect to the total number of sample points\n", " | (here, the sum of all bin HEIGHTS equals 100% / 1). If\n", " | \"density\", the span of each bar corresponds to the\n", " | number of occurrences in a bin divided by the size of\n", " | the bin interval (here, the sum of all bin AREAS equals\n", " | the total number of sample points). If *probability\n", " | density*, the area of each bar corresponds to the\n", " | probability that an event will fall into the\n", " | corresponding bin (here, the sum of all bin AREAS\n", " | equals 1).\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.histogram2d.Hoverlabel instance or\n", " | dict with compatible properties\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | marker\n", " | plotly.graph_objs.histogram2d.Marker instance or dict\n", " | with compatible properties\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | nbinsx\n", " | Specifies the maximum number of desired bins. This\n", " | value will be used in an algorithm that will decide the\n", " | optimal bin size such that the histogram best\n", " | visualizes the distribution of the data. Ignored if\n", " | `xbins.size` is provided.\n", " | nbinsy\n", " | Specifies the maximum number of desired bins. This\n", " | value will be used in an algorithm that will decide the\n", " | optimal bin size such that the histogram best\n", " | visualizes the distribution of the data. Ignored if\n", " | `ybins.size` is provided.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | reversescale\n", " | Reverses the color mapping if true. If true, `zmin`\n", " | will correspond to the last color in the array and\n", " | `zmax` will correspond to the first color.\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | showscale\n", " | Determines whether or not a colorbar is displayed for\n", " | this trace.\n", " | stream\n", " | plotly.graph_objs.histogram2d.Stream instance or dict\n", " | with compatible properties\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | x\n", " | Sets the sample data to be binned on the x axis.\n", " | xaxis\n", " | Sets a reference between this trace's x coordinates and\n", " | a 2D cartesian x axis. If \"x\" (the default value), the\n", " | x coordinates refer to `layout.xaxis`. If \"x2\", the x\n", " | coordinates refer to `layout.xaxis2`, and so on.\n", " | xbins\n", " | plotly.graph_objs.histogram2d.XBins instance or dict\n", " | with compatible properties\n", " | xcalendar\n", " | Sets the calendar system to use with `x` date data.\n", " | xgap\n", " | Sets the horizontal gap (in pixels) between bricks.\n", " | xsrc\n", " | Sets the source reference on plot.ly for x .\n", " | y\n", " | Sets the sample data to be binned on the y axis.\n", " | yaxis\n", " | Sets a reference between this trace's y coordinates and\n", " | a 2D cartesian y axis. If \"y\" (the default value), the\n", " | y coordinates refer to `layout.yaxis`. If \"y2\", the y\n", " | coordinates refer to `layout.yaxis2`, and so on.\n", " | ybins\n", " | plotly.graph_objs.histogram2d.YBins instance or dict\n", " | with compatible properties\n", " | ycalendar\n", " | Sets the calendar system to use with `y` date data.\n", " | ygap\n", " | Sets the vertical gap (in pixels) between bricks.\n", " | ysrc\n", " | Sets the source reference on plot.ly for y .\n", " | z\n", " | Sets the aggregation data.\n", " | zauto\n", " | Determines whether or not the color domain is computed\n", " | with respect to the input data (here in `z`) or the\n", " | bounds set in `zmin` and `zmax` Defaults to `false`\n", " | when `zmin` and `zmax` are set by the user.\n", " | zhoverformat\n", " | Sets the hover text formatting rule using d3 formatting\n", " | mini-languages which are very similar to those in\n", " | Python. See: https://github.com/d3/d3-format/blob/maste\n", " | r/README.md#locale_format\n", " | zmax\n", " | Sets the upper bound of the color domain. Value should\n", " | have the same units as in `z` and if set, `zmin` must\n", " | be set as well.\n", " | zmin\n", " | Sets the lower bound of the color domain. Value should\n", " | have the same units as in `z` and if set, `zmax` must\n", " | be set as well.\n", " | zsmooth\n", " | Picks a smoothing algorithm use to smooth `z` data.\n", " | zsrc\n", " | Sets the source reference on plot.ly for z .\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Histogram2d\n", " | \n", " | 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, uirevision=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)\n", " | Add a new Histogram2dContour trace\n", " | \n", " | The sample data from which statistics are computed is set in\n", " | `x` and `y` (where `x` and `y` represent marginal\n", " | distributions, binning is set in `xbins` and `ybins` in this\n", " | case) or `z` (where `z` represent the 2D distribution and\n", " | binning set, binning is set by `x` and `y` in this case). The\n", " | resulting distribution is visualized as a contour plot.\n", " | \n", " | Parameters\n", " | ----------\n", " | autobinx\n", " | Obsolete: since v1.42 each bin attribute is auto-\n", " | determined separately and `autobinx` is not needed.\n", " | However, we accept `autobinx: true` or `false` and will\n", " | update `xbins` accordingly before deleting `autobinx`\n", " | from the trace.\n", " | autobiny\n", " | Obsolete: since v1.42 each bin attribute is auto-\n", " | determined separately and `autobiny` is not needed.\n", " | However, we accept `autobiny: true` or `false` and will\n", " | update `ybins` accordingly before deleting `autobiny`\n", " | from the trace.\n", " | autocolorscale\n", " | Determines whether the colorscale is a default palette\n", " | (`autocolorscale: true`) or the palette determined by\n", " | `colorscale`. In case `colorscale` is unspecified or\n", " | `autocolorscale` is true, the default palette will be\n", " | chosen according to whether numbers in the `color`\n", " | array are all positive, all negative or mixed.\n", " | autocontour\n", " | Determines whether or not the contour level attributes\n", " | are picked by an algorithm. If True, the number of\n", " | contour levels can be set in `ncontours`. If False, set\n", " | the contour level attributes in `contours`.\n", " | colorbar\n", " | plotly.graph_objs.histogram2dcontour.ColorBar instance\n", " | or dict with compatible properties\n", " | colorscale\n", " | Sets the colorscale. The colorscale must be an array\n", " | containing arrays mapping a normalized value to an rgb,\n", " | rgba, hex, hsl, hsv, or named color string. At minimum,\n", " | a mapping for the lowest (0) and highest (1) values are\n", " | required. For example, `[[0, 'rgb(0,0,255)', [1,\n", " | 'rgb(255,0,0)']]`. To control the bounds of the\n", " | colorscale in color space, use`zmin` and `zmax`.\n", " | Alternatively, `colorscale` may be a palette name\n", " | string of the following list: Greys,YlGnBu,Greens,YlOrR\n", " | d,Bluered,RdBu,Reds,Blues,Picnic,Rainbow,Portland,Jet,H\n", " | ot,Blackbody,Earth,Electric,Viridis,Cividis.\n", " | contours\n", " | plotly.graph_objs.histogram2dcontour.Contours instance\n", " | or dict with compatible properties\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | histfunc\n", " | Specifies the binning function used for this histogram\n", " | trace. If \"count\", the histogram values are computed by\n", " | counting the number of values lying inside each bin. If\n", " | \"sum\", \"avg\", \"min\", \"max\", the histogram values are\n", " | computed using the sum, the average, the minimum or the\n", " | maximum of the values lying inside each bin\n", " | respectively.\n", " | histnorm\n", " | Specifies the type of normalization used for this\n", " | histogram trace. If \"\", the span of each bar\n", " | corresponds to the number of occurrences (i.e. the\n", " | number of data points lying inside the bins). If\n", " | \"percent\" / \"probability\", the span of each bar\n", " | corresponds to the percentage / fraction of occurrences\n", " | with respect to the total number of sample points\n", " | (here, the sum of all bin HEIGHTS equals 100% / 1). If\n", " | \"density\", the span of each bar corresponds to the\n", " | number of occurrences in a bin divided by the size of\n", " | the bin interval (here, the sum of all bin AREAS equals\n", " | the total number of sample points). If *probability\n", " | density*, the area of each bar corresponds to the\n", " | probability that an event will fall into the\n", " | corresponding bin (here, the sum of all bin AREAS\n", " | equals 1).\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.histogram2dcontour.Hoverlabel\n", " | instance or dict with compatible properties\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | line\n", " | plotly.graph_objs.histogram2dcontour.Line instance or\n", " | dict with compatible properties\n", " | marker\n", " | plotly.graph_objs.histogram2dcontour.Marker instance or\n", " | dict with compatible properties\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | nbinsx\n", " | Specifies the maximum number of desired bins. This\n", " | value will be used in an algorithm that will decide the\n", " | optimal bin size such that the histogram best\n", " | visualizes the distribution of the data. Ignored if\n", " | `xbins.size` is provided.\n", " | nbinsy\n", " | Specifies the maximum number of desired bins. This\n", " | value will be used in an algorithm that will decide the\n", " | optimal bin size such that the histogram best\n", " | visualizes the distribution of the data. Ignored if\n", " | `ybins.size` is provided.\n", " | ncontours\n", " | Sets the maximum number of contour levels. The actual\n", " | number of contours will be chosen automatically to be\n", " | less than or equal to the value of `ncontours`. Has an\n", " | effect only if `autocontour` is True or if\n", " | `contours.size` is missing.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | reversescale\n", " | Reverses the color mapping if true. If true, `zmin`\n", " | will correspond to the last color in the array and\n", " | `zmax` will correspond to the first color.\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | showscale\n", " | Determines whether or not a colorbar is displayed for\n", " | this trace.\n", " | stream\n", " | plotly.graph_objs.histogram2dcontour.Stream instance or\n", " | dict with compatible properties\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | x\n", " | Sets the sample data to be binned on the x axis.\n", " | xaxis\n", " | Sets a reference between this trace's x coordinates and\n", " | a 2D cartesian x axis. If \"x\" (the default value), the\n", " | x coordinates refer to `layout.xaxis`. If \"x2\", the x\n", " | coordinates refer to `layout.xaxis2`, and so on.\n", " | xbins\n", " | plotly.graph_objs.histogram2dcontour.XBins instance or\n", " | dict with compatible properties\n", " | xcalendar\n", " | Sets the calendar system to use with `x` date data.\n", " | xsrc\n", " | Sets the source reference on plot.ly for x .\n", " | y\n", " | Sets the sample data to be binned on the y axis.\n", " | yaxis\n", " | Sets a reference between this trace's y coordinates and\n", " | a 2D cartesian y axis. If \"y\" (the default value), the\n", " | y coordinates refer to `layout.yaxis`. If \"y2\", the y\n", " | coordinates refer to `layout.yaxis2`, and so on.\n", " | ybins\n", " | plotly.graph_objs.histogram2dcontour.YBins instance or\n", " | dict with compatible properties\n", " | ycalendar\n", " | Sets the calendar system to use with `y` date data.\n", " | ysrc\n", " | Sets the source reference on plot.ly for y .\n", " | z\n", " | Sets the aggregation data.\n", " | zauto\n", " | Determines whether or not the color domain is computed\n", " | with respect to the input data (here in `z`) or the\n", " | bounds set in `zmin` and `zmax` Defaults to `false`\n", " | when `zmin` and `zmax` are set by the user.\n", " | zhoverformat\n", " | Sets the hover text formatting rule using d3 formatting\n", " | mini-languages which are very similar to those in\n", " | Python. See: https://github.com/d3/d3-format/blob/maste\n", " | r/README.md#locale_format\n", " | zmax\n", " | Sets the upper bound of the color domain. Value should\n", " | have the same units as in `z` and if set, `zmin` must\n", " | be set as well.\n", " | zmin\n", " | Sets the lower bound of the color domain. Value should\n", " | have the same units as in `z` and if set, `zmax` must\n", " | be set as well.\n", " | zsrc\n", " | Sets the source reference on plot.ly for z .\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Histogram2dContour\n", " | \n", " | add_isosurface(self, autocolorscale=None, caps=None, cauto=None, cmax=None, cmin=None, colorbar=None, colorscale=None, contour=None, customdata=None, customdatasrc=None, flatshading=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, ids=None, idssrc=None, isomax=None, isomin=None, legendgroup=None, lighting=None, lightposition=None, name=None, opacity=None, reversescale=None, scene=None, selectedpoints=None, showlegend=None, showscale=None, slices=None, spaceframe=None, stream=None, surface=None, text=None, textsrc=None, uid=None, uirevision=None, value=None, valuesrc=None, visible=None, x=None, xsrc=None, y=None, ysrc=None, z=None, zsrc=None, row=None, col=None, **kwargs)\n", " | Add a new Isosurface trace\n", " | \n", " | Draws isosurfaces between iso-min and iso-max values with\n", " | coordinates given by four 1-dimensional arrays containing the\n", " | `value`, `x`, `y` and `z` of every vertex of a uniform or non-\n", " | uniform 3-D grid. Horizontal or vertical slices, caps as well\n", " | as spaceframe between iso-min and iso-max values could also be\n", " | drawn using this trace.\n", " | \n", " | Parameters\n", " | ----------\n", " | autocolorscale\n", " | Determines whether the colorscale is a default palette\n", " | (`autocolorscale: true`) or the palette determined by\n", " | `colorscale`. In case `colorscale` is unspecified or\n", " | `autocolorscale` is true, the default palette will be\n", " | chosen according to whether numbers in the `color`\n", " | array are all positive, all negative or mixed.\n", " | caps\n", " | plotly.graph_objs.isosurface.Caps instance or dict with\n", " | compatible properties\n", " | cauto\n", " | Determines whether or not the color domain is computed\n", " | with respect to the input data (here `value`) or the\n", " | bounds set in `cmin` and `cmax` Defaults to `false`\n", " | when `cmin` and `cmax` are set by the user.\n", " | cmax\n", " | Sets the upper bound of the color domain. Value should\n", " | have the same units as `value` and if set, `cmin` must\n", " | be set as well.\n", " | cmin\n", " | Sets the lower bound of the color domain. Value should\n", " | have the same units as `value` and if set, `cmax` must\n", " | be set as well.\n", " | colorbar\n", " | plotly.graph_objs.isosurface.ColorBar instance or dict\n", " | with compatible properties\n", " | colorscale\n", " | Sets the colorscale. The colorscale must be an array\n", " | containing arrays mapping a normalized value to an rgb,\n", " | rgba, hex, hsl, hsv, or named color string. At minimum,\n", " | a mapping for the lowest (0) and highest (1) values are\n", " | required. For example, `[[0, 'rgb(0,0,255)', [1,\n", " | 'rgb(255,0,0)']]`. To control the bounds of the\n", " | colorscale in color space, use`cmin` and `cmax`.\n", " | Alternatively, `colorscale` may be a palette name\n", " | string of the following list: Greys,YlGnBu,Greens,YlOrR\n", " | d,Bluered,RdBu,Reds,Blues,Picnic,Rainbow,Portland,Jet,H\n", " | ot,Blackbody,Earth,Electric,Viridis,Cividis.\n", " | contour\n", " | plotly.graph_objs.isosurface.Contour instance or dict\n", " | with compatible properties\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | flatshading\n", " | Determines whether or not normal smoothing is applied\n", " | to the isosurfaces, creating isosurfaces with an\n", " | angular, low-poly look via flat reflections.\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.isosurface.Hoverlabel instance or\n", " | dict with compatible properties\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | isomax\n", " | Sets the maximum boundary for iso-surface plot.\n", " | isomin\n", " | Sets the minimum boundary for iso-surface plot.\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | lighting\n", " | plotly.graph_objs.isosurface.Lighting instance or dict\n", " | with compatible properties\n", " | lightposition\n", " | plotly.graph_objs.isosurface.Lightposition instance or\n", " | dict with compatible properties\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | reversescale\n", " | Reverses the color mapping if true. If true, `cmin`\n", " | will correspond to the last color in the array and\n", " | `cmax` will correspond to the first color.\n", " | scene\n", " | Sets a reference between this trace's 3D coordinate\n", " | system and a 3D scene. If \"scene\" (the default value),\n", " | the (x,y,z) coordinates refer to `layout.scene`. If\n", " | \"scene2\", the (x,y,z) coordinates refer to\n", " | `layout.scene2`, and so on.\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | showscale\n", " | Determines whether or not a colorbar is displayed for\n", " | this trace.\n", " | slices\n", " | plotly.graph_objs.isosurface.Slices instance or dict\n", " | with compatible properties\n", " | spaceframe\n", " | plotly.graph_objs.isosurface.Spaceframe instance or\n", " | dict with compatible properties\n", " | stream\n", " | plotly.graph_objs.isosurface.Stream instance or dict\n", " | with compatible properties\n", " | surface\n", " | plotly.graph_objs.isosurface.Surface instance or dict\n", " | with compatible properties\n", " | text\n", " | Sets the text elements associated with the vertices. If\n", " | trace `hoverinfo` contains a \"text\" flag and\n", " | \"hovertext\" is not set, these elements will be seen in\n", " | the hover labels.\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | value\n", " | Sets the 4th dimension (value) of the vertices.\n", " | valuesrc\n", " | Sets the source reference on plot.ly for value .\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | x\n", " | Sets the X coordinates of the vertices on X axis.\n", " | xsrc\n", " | Sets the source reference on plot.ly for x .\n", " | y\n", " | Sets the Y coordinates of the vertices on Y axis.\n", " | ysrc\n", " | Sets the source reference on plot.ly for y .\n", " | z\n", " | Sets the Z coordinates of the vertices on Z axis.\n", " | zsrc\n", " | Sets the source reference on plot.ly for z .\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Isosurface\n", " | \n", " | 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, uirevision=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)\n", " | Add a new Mesh3d trace\n", " | \n", " | Draws sets of triangles with coordinates given by three\n", " | 1-dimensional arrays in `x`, `y`, `z` and (1) a sets of `i`,\n", " | `j`, `k` indices (2) Delaunay triangulation or (3) the Alpha-\n", " | shape algorithm or (4) the Convex-hull algorithm\n", " | \n", " | Parameters\n", " | ----------\n", " | alphahull\n", " | Determines how the mesh surface triangles are derived\n", " | from the set of vertices (points) represented by the\n", " | `x`, `y` and `z` arrays, if the `i`, `j`, `k` arrays\n", " | are not supplied. For general use of `mesh3d` it is\n", " | preferred that `i`, `j`, `k` are supplied. If \"-1\",\n", " | Delaunay triangulation is used, which is mainly\n", " | suitable if the mesh is a single, more or less layer\n", " | surface that is perpendicular to `delaunayaxis`. In\n", " | case the `delaunayaxis` intersects the mesh surface at\n", " | more than one point it will result triangles that are\n", " | very long in the dimension of `delaunayaxis`. If \">0\",\n", " | the alpha-shape algorithm is used. In this case, the\n", " | positive `alphahull` value signals the use of the\n", " | alpha-shape algorithm, _and_ its value acts as the\n", " | parameter for the mesh fitting. If 0, the convex-hull\n", " | algorithm is used. It is suitable for convex bodies or\n", " | if the intention is to enclose the `x`, `y` and `z`\n", " | point set into a convex hull.\n", " | autocolorscale\n", " | Determines whether the colorscale is a default palette\n", " | (`autocolorscale: true`) or the palette determined by\n", " | `colorscale`. In case `colorscale` is unspecified or\n", " | `autocolorscale` is true, the default palette will be\n", " | chosen according to whether numbers in the `color`\n", " | array are all positive, all negative or mixed.\n", " | cauto\n", " | Determines whether or not the color domain is computed\n", " | with respect to the input data (here `intensity`) or\n", " | the bounds set in `cmin` and `cmax` Defaults to\n", " | `false` when `cmin` and `cmax` are set by the user.\n", " | cmax\n", " | Sets the upper bound of the color domain. Value should\n", " | have the same units as `intensity` and if set, `cmin`\n", " | must be set as well.\n", " | cmin\n", " | Sets the lower bound of the color domain. Value should\n", " | have the same units as `intensity` and if set, `cmax`\n", " | must be set as well.\n", " | color\n", " | Sets the color of the whole mesh\n", " | colorbar\n", " | plotly.graph_objs.mesh3d.ColorBar instance or dict with\n", " | compatible properties\n", " | colorscale\n", " | Sets the colorscale. The colorscale must be an array\n", " | containing arrays mapping a normalized value to an rgb,\n", " | rgba, hex, hsl, hsv, or named color string. At minimum,\n", " | a mapping for the lowest (0) and highest (1) values are\n", " | required. For example, `[[0, 'rgb(0,0,255)', [1,\n", " | 'rgb(255,0,0)']]`. To control the bounds of the\n", " | colorscale in color space, use`cmin` and `cmax`.\n", " | Alternatively, `colorscale` may be a palette name\n", " | string of the following list: Greys,YlGnBu,Greens,YlOrR\n", " | d,Bluered,RdBu,Reds,Blues,Picnic,Rainbow,Portland,Jet,H\n", " | ot,Blackbody,Earth,Electric,Viridis,Cividis.\n", " | contour\n", " | plotly.graph_objs.mesh3d.Contour instance or dict with\n", " | compatible properties\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | delaunayaxis\n", " | Sets the Delaunay axis, which is the axis that is\n", " | perpendicular to the surface of the Delaunay\n", " | triangulation. It has an effect if `i`, `j`, `k` are\n", " | not provided and `alphahull` is set to indicate\n", " | Delaunay triangulation.\n", " | facecolor\n", " | Sets the color of each face Overrides \"color\" and\n", " | \"vertexcolor\".\n", " | facecolorsrc\n", " | Sets the source reference on plot.ly for facecolor .\n", " | flatshading\n", " | Determines whether or not normal smoothing is applied\n", " | to the meshes, creating meshes with an angular, low-\n", " | poly look via flat reflections.\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.mesh3d.Hoverlabel instance or dict\n", " | with compatible properties\n", " | i\n", " | A vector of vertex indices, i.e. integer values between\n", " | 0 and the length of the vertex vectors, representing\n", " | the \"first\" vertex of a triangle. For example, `{i[m],\n", " | j[m], k[m]}` together represent face m (triangle m) in\n", " | the mesh, where `i[m] = n` points to the triplet\n", " | `{x[n], y[n], z[n]}` in the vertex arrays. Therefore,\n", " | each element in `i` represents a point in space, which\n", " | is the first vertex of a triangle.\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | intensity\n", " | Sets the vertex intensity values, used for plotting\n", " | fields on meshes\n", " | intensitysrc\n", " | Sets the source reference on plot.ly for intensity .\n", " | isrc\n", " | Sets the source reference on plot.ly for i .\n", " | j\n", " | A vector of vertex indices, i.e. integer values between\n", " | 0 and the length of the vertex vectors, representing\n", " | the \"second\" vertex of a triangle. For example, `{i[m],\n", " | j[m], k[m]}` together represent face m (triangle m) in\n", " | the mesh, where `j[m] = n` points to the triplet\n", " | `{x[n], y[n], z[n]}` in the vertex arrays. Therefore,\n", " | each element in `j` represents a point in space, which\n", " | is the second vertex of a triangle.\n", " | jsrc\n", " | Sets the source reference on plot.ly for j .\n", " | k\n", " | A vector of vertex indices, i.e. integer values between\n", " | 0 and the length of the vertex vectors, representing\n", " | the \"third\" vertex of a triangle. For example, `{i[m],\n", " | j[m], k[m]}` together represent face m (triangle m) in\n", " | the mesh, where `k[m] = n` points to the triplet\n", " | `{x[n], y[n], z[n]}` in the vertex arrays. Therefore,\n", " | each element in `k` represents a point in space, which\n", " | is the third vertex of a triangle.\n", " | ksrc\n", " | Sets the source reference on plot.ly for k .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | lighting\n", " | plotly.graph_objs.mesh3d.Lighting instance or dict with\n", " | compatible properties\n", " | lightposition\n", " | plotly.graph_objs.mesh3d.Lightposition instance or dict\n", " | with compatible properties\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the surface.\n", " | reversescale\n", " | Reverses the color mapping if true. If true, `cmin`\n", " | will correspond to the last color in the array and\n", " | `cmax` will correspond to the first color.\n", " | scene\n", " | Sets a reference between this trace's 3D coordinate\n", " | system and a 3D scene. If \"scene\" (the default value),\n", " | the (x,y,z) coordinates refer to `layout.scene`. If\n", " | \"scene2\", the (x,y,z) coordinates refer to\n", " | `layout.scene2`, and so on.\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | showscale\n", " | Determines whether or not a colorbar is displayed for\n", " | this trace.\n", " | stream\n", " | plotly.graph_objs.mesh3d.Stream instance or dict with\n", " | compatible properties\n", " | text\n", " | Sets the text elements associated with the vertices. If\n", " | trace `hoverinfo` contains a \"text\" flag and\n", " | \"hovertext\" is not set, these elements will be seen in\n", " | the hover labels.\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | vertexcolor\n", " | Sets the color of each vertex Overrides \"color\".\n", " | vertexcolorsrc\n", " | Sets the source reference on plot.ly for vertexcolor .\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | x\n", " | Sets the X coordinates of the vertices. The nth element\n", " | of vectors `x`, `y` and `z` jointly represent the X, Y\n", " | and Z coordinates of the nth vertex.\n", " | xcalendar\n", " | Sets the calendar system to use with `x` date data.\n", " | xsrc\n", " | Sets the source reference on plot.ly for x .\n", " | y\n", " | Sets the Y coordinates of the vertices. The nth element\n", " | of vectors `x`, `y` and `z` jointly represent the X, Y\n", " | and Z coordinates of the nth vertex.\n", " | ycalendar\n", " | Sets the calendar system to use with `y` date data.\n", " | ysrc\n", " | Sets the source reference on plot.ly for y .\n", " | z\n", " | Sets the Z coordinates of the vertices. The nth element\n", " | of vectors `x`, `y` and `z` jointly represent the X, Y\n", " | and Z coordinates of the nth vertex.\n", " | zcalendar\n", " | Sets the calendar system to use with `z` date data.\n", " | zsrc\n", " | Sets the source reference on plot.ly for z .\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Mesh3d\n", " | \n", " | 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, uirevision=None, visible=None, x=None, xaxis=None, xcalendar=None, xsrc=None, yaxis=None, row=None, col=None, **kwargs)\n", " | Add a new Ohlc trace\n", " | \n", " | The ohlc (short for Open-High-Low-Close) is a style of\n", " | financial chart describing open, high, low and close for a\n", " | given `x` coordinate (most likely time). The tip of the lines\n", " | represent the `low` and `high` values and the horizontal\n", " | segments represent the `open` and `close` values. Sample points\n", " | where the close value is higher (lower) then the open value are\n", " | called increasing (decreasing). By default, increasing items\n", " | are drawn in green whereas decreasing are drawn in red.\n", " | \n", " | Parameters\n", " | ----------\n", " | close\n", " | Sets the close values.\n", " | closesrc\n", " | Sets the source reference on plot.ly for close .\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | decreasing\n", " | plotly.graph_objs.ohlc.Decreasing instance or dict with\n", " | compatible properties\n", " | high\n", " | Sets the high values.\n", " | highsrc\n", " | Sets the source reference on plot.ly for high .\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.ohlc.Hoverlabel instance or dict with\n", " | compatible properties\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | increasing\n", " | plotly.graph_objs.ohlc.Increasing instance or dict with\n", " | compatible properties\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | line\n", " | plotly.graph_objs.ohlc.Line instance or dict with\n", " | compatible properties\n", " | low\n", " | Sets the low values.\n", " | lowsrc\n", " | Sets the source reference on plot.ly for low .\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | open\n", " | Sets the open values.\n", " | opensrc\n", " | Sets the source reference on plot.ly for open .\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | stream\n", " | plotly.graph_objs.ohlc.Stream instance or dict with\n", " | compatible properties\n", " | text\n", " | Sets hover text elements associated with each sample\n", " | point. If a single string, the same string appears over\n", " | all the data points. If an array of string, the items\n", " | are mapped in order to this trace's sample points.\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | tickwidth\n", " | Sets the width of the open/close tick marks relative to\n", " | the \"x\" minimal interval.\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | x\n", " | Sets the x coordinates. If absent, linear coordinate\n", " | will be generated.\n", " | xaxis\n", " | Sets a reference between this trace's x coordinates and\n", " | a 2D cartesian x axis. If \"x\" (the default value), the\n", " | x coordinates refer to `layout.xaxis`. If \"x2\", the x\n", " | coordinates refer to `layout.xaxis2`, and so on.\n", " | xcalendar\n", " | Sets the calendar system to use with `x` date data.\n", " | xsrc\n", " | Sets the source reference on plot.ly for x .\n", " | yaxis\n", " | Sets a reference between this trace's y coordinates and\n", " | a 2D cartesian y axis. If \"y\" (the default value), the\n", " | y coordinates refer to `layout.yaxis`. If \"y2\", the y\n", " | coordinates refer to `layout.yaxis2`, and so on.\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Ohlc\n", " | \n", " | add_parcats(self, arrangement=None, bundlecolors=None, counts=None, countssrc=None, dimensions=None, dimensiondefaults=None, domain=None, hoverinfo=None, hoveron=None, labelfont=None, line=None, name=None, sortpaths=None, stream=None, tickfont=None, uid=None, uirevision=None, visible=None, row=None, col=None, **kwargs)\n", " | Add a new Parcats trace\n", " | \n", " | Parallel categories diagram for multidimensional categorical\n", " | data.\n", " | \n", " | Parameters\n", " | ----------\n", " | arrangement\n", " | Sets the drag interaction mode for categories and\n", " | dimensions. If `perpendicular`, the categories can only\n", " | move along a line perpendicular to the paths. If\n", " | `freeform`, the categories can freely move on the\n", " | plane. If `fixed`, the categories and dimensions are\n", " | stationary.\n", " | bundlecolors\n", " | Sort paths so that like colors are bundled together\n", " | within each category.\n", " | counts\n", " | The number of observations represented by each state.\n", " | Defaults to 1 so that each state represents one\n", " | observation\n", " | countssrc\n", " | Sets the source reference on plot.ly for counts .\n", " | dimensions\n", " | The dimensions (variables) of the parallel categories\n", " | diagram.\n", " | dimensiondefaults\n", " | When used in a template (as\n", " | layout.template.data.parcats.dimensiondefaults), sets\n", " | the default property values to use for elements of\n", " | parcats.dimensions\n", " | domain\n", " | plotly.graph_objs.parcats.Domain instance or dict with\n", " | compatible properties\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoveron\n", " | Sets the hover interaction mode for the parcats\n", " | diagram. If `category`, hover interaction take place\n", " | per category. If `color`, hover interactions take place\n", " | per color per category. If `dimension`, hover\n", " | interactions take place across all categories per\n", " | dimension.\n", " | labelfont\n", " | Sets the font for the `dimension` labels.\n", " | line\n", " | plotly.graph_objs.parcats.Line instance or dict with\n", " | compatible properties\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | sortpaths\n", " | Sets the path sorting algorithm. If `forward`, sort\n", " | paths based on dimension categories from left to right.\n", " | If `backward`, sort paths based on dimensions\n", " | categories from right to left.\n", " | stream\n", " | plotly.graph_objs.parcats.Stream instance or dict with\n", " | compatible properties\n", " | tickfont\n", " | Sets the font for the `category` labels.\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Parcats\n", " | \n", " | add_parcoords(self, customdata=None, customdatasrc=None, dimensions=None, dimensiondefaults=None, domain=None, hoverinfo=None, hoverinfosrc=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, uirevision=None, visible=None, row=None, col=None, **kwargs)\n", " | Add a new Parcoords trace\n", " | \n", " | Parallel coordinates for multidimensional exploratory data\n", " | analysis. The samples are specified in `dimensions`. The colors\n", " | are set in `line.color`.\n", " | \n", " | Parameters\n", " | ----------\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | dimensions\n", " | The dimensions (variables) of the parallel coordinates\n", " | chart. 2..60 dimensions are supported.\n", " | dimensiondefaults\n", " | When used in a template (as\n", " | layout.template.data.parcoords.dimensiondefaults), sets\n", " | the default property values to use for elements of\n", " | parcoords.dimensions\n", " | domain\n", " | plotly.graph_objs.parcoords.Domain instance or dict\n", " | with compatible properties\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | labelfont\n", " | Sets the font for the `dimension` labels.\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | line\n", " | plotly.graph_objs.parcoords.Line instance or dict with\n", " | compatible properties\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | rangefont\n", " | Sets the font for the `dimension` range values.\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | stream\n", " | plotly.graph_objs.parcoords.Stream instance or dict\n", " | with compatible properties\n", " | tickfont\n", " | Sets the font for the `dimension` tick values.\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Parcoords\n", " | \n", " | add_pie(self, customdata=None, customdatasrc=None, direction=None, dlabel=None, domain=None, hole=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=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, title=None, titlefont=None, titleposition=None, uid=None, uirevision=None, values=None, valuessrc=None, visible=None, row=None, col=None, **kwargs)\n", " | Add a new Pie trace\n", " | \n", " | A data visualized by the sectors of the pie is set in `values`.\n", " | The sector labels are set in `labels`. The sector colors are\n", " | set in `marker.colors`\n", " | \n", " | Parameters\n", " | ----------\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | direction\n", " | Specifies the direction at which succeeding sectors\n", " | follow one another.\n", " | dlabel\n", " | Sets the label step. See `label0` for more info.\n", " | domain\n", " | plotly.graph_objs.pie.Domain instance or dict with\n", " | compatible properties\n", " | hole\n", " | Sets the fraction of the radius to cut out of the pie.\n", " | Use this to make a donut chart.\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.pie.Hoverlabel instance or dict with\n", " | compatible properties\n", " | hovertemplate\n", " | Template string used for rendering the information that\n", " | appear on hover box. Note that this will override\n", " | `hoverinfo`. Variables are inserted using %{variable},\n", " | for example \"y: %{y}\". Numbers are formatted using\n", " | d3-format's syntax %{variable:d3-format}, for example\n", " | \"Price: %{y:$.2f}\". See https://github.com/d3/d3-format\n", " | /blob/master/README.md#locale_format for details on the\n", " | formatting syntax. The variables available in\n", " | `hovertemplate` are the ones emitted as event data\n", " | described at this link\n", " | https://plotly.com/javascript/plotlyjs-events/#event-data.\n", " | Additionally, every attributes that can be specified\n", " | per-point (the ones that are `arrayOk: true`) are\n", " | available. variables `label`, `color`, `value`,\n", " | `percent` and `text`. Anything contained in tag\n", " | `` is displayed in the secondary box, for\n", " | example \"{fullData.name}\".\n", " | hovertemplatesrc\n", " | Sets the source reference on plot.ly for hovertemplate\n", " | .\n", " | hovertext\n", " | Sets hover text elements associated with each sector.\n", " | If a single string, the same string appears for all\n", " | data points. If an array of string, the items are\n", " | mapped in order of this trace's sectors. To be seen,\n", " | trace `hoverinfo` must contain a \"text\" flag.\n", " | hovertextsrc\n", " | Sets the source reference on plot.ly for hovertext .\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | insidetextfont\n", " | Sets the font used for `textinfo` lying inside the pie.\n", " | label0\n", " | Alternate to `labels`. Builds a numeric set of labels.\n", " | Use with `dlabel` where `label0` is the starting label\n", " | and `dlabel` the step.\n", " | labels\n", " | Sets the sector labels. If `labels` entries are\n", " | duplicated, we sum associated `values` or simply count\n", " | occurrences if `values` is not provided. For other\n", " | array attributes (including color) we use the first\n", " | non-empty entry among all occurrences of the label.\n", " | labelssrc\n", " | Sets the source reference on plot.ly for labels .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | marker\n", " | plotly.graph_objs.pie.Marker instance or dict with\n", " | compatible properties\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | outsidetextfont\n", " | Sets the font used for `textinfo` lying outside the\n", " | pie.\n", " | pull\n", " | Sets the fraction of larger radius to pull the sectors\n", " | out from the center. This can be a constant to pull all\n", " | slices apart from each other equally or an array to\n", " | highlight one or more slices.\n", " | pullsrc\n", " | Sets the source reference on plot.ly for pull .\n", " | rotation\n", " | Instead of the first slice starting at 12 o'clock,\n", " | rotate to some other angle.\n", " | scalegroup\n", " | If there are multiple pies that should be sized\n", " | according to their totals, link them by providing a\n", " | non-empty group id here shared by every trace in the\n", " | same group.\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | sort\n", " | Determines whether or not the sectors are reordered\n", " | from largest to smallest.\n", " | stream\n", " | plotly.graph_objs.pie.Stream instance or dict with\n", " | compatible properties\n", " | text\n", " | Sets text elements associated with each sector. If\n", " | trace `textinfo` contains a \"text\" flag, these elements\n", " | will be seen on the chart. If trace `hoverinfo`\n", " | contains a \"text\" flag and \"hovertext\" is not set,\n", " | these elements will be seen in the hover labels.\n", " | textfont\n", " | Sets the font used for `textinfo`.\n", " | textinfo\n", " | Determines which trace information appear on the graph.\n", " | textposition\n", " | Specifies the location of the `textinfo`.\n", " | textpositionsrc\n", " | Sets the source reference on plot.ly for textposition\n", " | .\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | title\n", " | plotly.graph_objs.pie.Title instance or dict with\n", " | compatible properties\n", " | titlefont\n", " | Deprecated: Please use pie.title.font instead. Sets the\n", " | font used for `title`. Note that the title's font used\n", " | to be set by the now deprecated `titlefont` attribute.\n", " | titleposition\n", " | Deprecated: Please use pie.title.position instead.\n", " | Specifies the location of the `title`. Note that the\n", " | title's position used to be set by the now deprecated\n", " | `titleposition` attribute.\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | values\n", " | Sets the values of the sectors of this pie chart. If\n", " | omitted, we count occurrences of each label.\n", " | valuessrc\n", " | Sets the source reference on plot.ly for values .\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Pie\n", " | \n", " | 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, uirevision=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)\n", " | Add a new Pointcloud trace\n", " | \n", " | The data visualized as a point cloud set in `x` and `y` using\n", " | the WebGl plotting engine.\n", " | \n", " | Parameters\n", " | ----------\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.pointcloud.Hoverlabel instance or\n", " | dict with compatible properties\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | indices\n", " | A sequential value, 0..n, supply it to avoid creating\n", " | this array inside plotting. If specified, it must be a\n", " | typed `Int32Array` array. Its length must be equal to\n", " | or greater than the number of points. For the best\n", " | performance and memory use, create one large `indices`\n", " | typed array that is guaranteed to be at least as long\n", " | as the largest number of points during use, and reuse\n", " | it on each `Plotly.restyle()` call.\n", " | indicessrc\n", " | Sets the source reference on plot.ly for indices .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | marker\n", " | plotly.graph_objs.pointcloud.Marker instance or dict\n", " | with compatible properties\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | stream\n", " | plotly.graph_objs.pointcloud.Stream instance or dict\n", " | with compatible properties\n", " | text\n", " | Sets text elements associated with each (x,y) pair. If\n", " | a single string, the same string appears over all the\n", " | data points. If an array of string, the items are\n", " | mapped in order to the this trace's (x,y) coordinates.\n", " | If trace `hoverinfo` contains a \"text\" flag and\n", " | \"hovertext\" is not set, these elements will be seen in\n", " | the hover labels.\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | x\n", " | Sets the x coordinates.\n", " | xaxis\n", " | Sets a reference between this trace's x coordinates and\n", " | a 2D cartesian x axis. If \"x\" (the default value), the\n", " | x coordinates refer to `layout.xaxis`. If \"x2\", the x\n", " | coordinates refer to `layout.xaxis2`, and so on.\n", " | xbounds\n", " | Specify `xbounds` in the shape of `[xMin, xMax] to\n", " | avoid looping through the `xy` typed array. Use it in\n", " | conjunction with `xy` and `ybounds` for the performance\n", " | benefits.\n", " | xboundssrc\n", " | Sets the source reference on plot.ly for xbounds .\n", " | xsrc\n", " | Sets the source reference on plot.ly for x .\n", " | xy\n", " | Faster alternative to specifying `x` and `y`\n", " | separately. If supplied, it must be a typed\n", " | `Float32Array` array that represents points such that\n", " | `xy[i * 2] = x[i]` and `xy[i * 2 + 1] = y[i]`\n", " | xysrc\n", " | Sets the source reference on plot.ly for xy .\n", " | y\n", " | Sets the y coordinates.\n", " | yaxis\n", " | Sets a reference between this trace's y coordinates and\n", " | a 2D cartesian y axis. If \"y\" (the default value), the\n", " | y coordinates refer to `layout.yaxis`. If \"y2\", the y\n", " | coordinates refer to `layout.yaxis2`, and so on.\n", " | ybounds\n", " | Specify `ybounds` in the shape of `[yMin, yMax] to\n", " | avoid looping through the `xy` typed array. Use it in\n", " | conjunction with `xy` and `xbounds` for the performance\n", " | benefits.\n", " | yboundssrc\n", " | Sets the source reference on plot.ly for ybounds .\n", " | ysrc\n", " | Sets the source reference on plot.ly for y .\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Pointcloud\n", " | \n", " | add_sankey(self, arrangement=None, customdata=None, customdatasrc=None, domain=None, hoverinfo=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, uirevision=None, valueformat=None, valuesuffix=None, visible=None, row=None, col=None, **kwargs)\n", " | Add a new Sankey trace\n", " | \n", " | Sankey plots for network flow data analysis. The nodes are\n", " | specified in `nodes` and the links between sources and targets\n", " | in `links`. The colors are set in `nodes[i].color` and\n", " | `links[i].color`; otherwise defaults are used.\n", " | \n", " | Parameters\n", " | ----------\n", " | arrangement\n", " | If value is `snap` (the default), the node arrangement\n", " | is assisted by automatic snapping of elements to\n", " | preserve space between nodes specified via `nodepad`.\n", " | If value is `perpendicular`, the nodes can only move\n", " | along a line perpendicular to the flow. If value is\n", " | `freeform`, the nodes can freely move on the plane. If\n", " | value is `fixed`, the nodes are stationary.\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | domain\n", " | plotly.graph_objs.sankey.Domain instance or dict with\n", " | compatible properties\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired. Note that this attribute is\n", " | superseded by `node.hoverinfo` and `node.hoverinfo` for\n", " | nodes and links respectively.\n", " | hoverlabel\n", " | plotly.graph_objs.sankey.Hoverlabel instance or dict\n", " | with compatible properties\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | link\n", " | The links of the Sankey plot.\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | node\n", " | The nodes of the Sankey plot.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | orientation\n", " | Sets the orientation of the Sankey diagram.\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | stream\n", " | plotly.graph_objs.sankey.Stream instance or dict with\n", " | compatible properties\n", " | textfont\n", " | Sets the font for node labels\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | valueformat\n", " | Sets the value formatting rule using d3 formatting\n", " | mini-language which is similar to those of Python. See \n", " | https://github.com/d3/d3-format/blob/master/README.md#l\n", " | ocale_format\n", " | valuesuffix\n", " | Adds a unit to follow the value in the hover tooltip.\n", " | Add a space if a separation is necessary from the\n", " | value.\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Sankey\n", " | \n", " | 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, groupnorm=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hoveron=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legendgroup=None, line=None, marker=None, mode=None, name=None, opacity=None, orientation=None, r=None, rsrc=None, selected=None, selectedpoints=None, showlegend=None, stackgaps=None, stackgroup=None, stream=None, t=None, text=None, textfont=None, textposition=None, textpositionsrc=None, textsrc=None, tsrc=None, uid=None, uirevision=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)\n", " | Add a new Scatter trace\n", " | \n", " | The scatter trace type encompasses line charts, scatter charts,\n", " | text charts, and bubble charts. The data visualized as scatter\n", " | point or lines is set in `x` and `y`. Text (appearing either on\n", " | the chart or on hover only) is via `text`. Bubble charts are\n", " | achieved by setting `marker.size` and/or `marker.color` to\n", " | numerical arrays.\n", " | \n", " | Parameters\n", " | ----------\n", " | cliponaxis\n", " | Determines whether or not markers and text nodes are\n", " | clipped about the subplot axes. To show markers and\n", " | text nodes above axis lines and tick labels, make sure\n", " | to set `xaxis.layer` and `yaxis.layer` to *below\n", " | traces*.\n", " | connectgaps\n", " | Determines whether or not gaps (i.e. {nan} or missing\n", " | values) in the provided data arrays are connected.\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | dx\n", " | Sets the x coordinate step. See `x0` for more info.\n", " | dy\n", " | Sets the y coordinate step. See `y0` for more info.\n", " | error_x\n", " | plotly.graph_objs.scatter.ErrorX instance or dict with\n", " | compatible properties\n", " | error_y\n", " | plotly.graph_objs.scatter.ErrorY instance or dict with\n", " | compatible properties\n", " | fill\n", " | Sets the area to fill with a solid color. Defaults to\n", " | \"none\" unless this trace is stacked, then it gets\n", " | \"tonexty\" (\"tonextx\") if `orientation` is \"v\" (\"h\") Use\n", " | with `fillcolor` if not \"none\". \"tozerox\" and \"tozeroy\"\n", " | fill to x=0 and y=0 respectively. \"tonextx\" and\n", " | \"tonexty\" fill between the endpoints of this trace and\n", " | the endpoints of the trace before it, connecting those\n", " | endpoints with straight lines (to make a stacked area\n", " | graph); if there is no trace before it, they behave\n", " | like \"tozerox\" and \"tozeroy\". \"toself\" connects the\n", " | endpoints of the trace (or each segment of the trace if\n", " | it has gaps) into a closed shape. \"tonext\" fills the\n", " | space between two traces if one completely encloses the\n", " | other (eg consecutive contour lines), and behaves like\n", " | \"toself\" if there is no trace before it. \"tonext\"\n", " | should not be used if one trace does not enclose the\n", " | other. Traces in a `stackgroup` will only fill to (or\n", " | be filled to) other traces in the same group. With\n", " | multiple `stackgroup`s or some traces stacked and some\n", " | not, if fill-linked traces are not already consecutive,\n", " | the later ones will be pushed down in the drawing\n", " | order.\n", " | fillcolor\n", " | Sets the fill color. Defaults to a half-transparent\n", " | variant of the line color, marker color, or marker line\n", " | color, whichever is available.\n", " | groupnorm\n", " | Only relevant when `stackgroup` is used, and only the\n", " | first `groupnorm` found in the `stackgroup` will be\n", " | used - including if `visible` is \"legendonly\" but not\n", " | if it is `false`. Sets the normalization for the sum of\n", " | this `stackgroup`. With \"fraction\", the value of each\n", " | trace at each location is divided by the sum of all\n", " | trace values at that location. \"percent\" is the same\n", " | but multiplied by 100 to show percentages. If there are\n", " | multiple subplots, or multiple `stackgroup`s on one\n", " | subplot, each will be normalized within its own set.\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.scatter.Hoverlabel instance or dict\n", " | with compatible properties\n", " | hoveron\n", " | Do the hover effects highlight individual points\n", " | (markers or line points) or do they highlight filled\n", " | regions? If the fill is \"toself\" or \"tonext\" and there\n", " | are no markers or text, then the default is \"fills\",\n", " | otherwise it is \"points\".\n", " | hovertemplate\n", " | Template string used for rendering the information that\n", " | appear on hover box. Note that this will override\n", " | `hoverinfo`. Variables are inserted using %{variable},\n", " | for example \"y: %{y}\". Numbers are formatted using\n", " | d3-format's syntax %{variable:d3-format}, for example\n", " | \"Price: %{y:$.2f}\". See https://github.com/d3/d3-format\n", " | /blob/master/README.md#locale_format for details on the\n", " | formatting syntax. The variables available in\n", " | `hovertemplate` are the ones emitted as event data\n", " | described at this link\n", " | https://plotly.com/javascript/plotlyjs-events/#event-data.\n", " | Additionally, every attributes that can be specified\n", " | per-point (the ones that are `arrayOk: true`) are\n", " | available. Anything contained in tag `` is\n", " | displayed in the secondary box, for example\n", " | \"{fullData.name}\".\n", " | hovertemplatesrc\n", " | Sets the source reference on plot.ly for hovertemplate\n", " | .\n", " | hovertext\n", " | Sets hover text elements associated with each (x,y)\n", " | pair. If a single string, the same string appears over\n", " | all the data points. If an array of string, the items\n", " | are mapped in order to the this trace's (x,y)\n", " | coordinates. To be seen, trace `hoverinfo` must contain\n", " | a \"text\" flag.\n", " | hovertextsrc\n", " | Sets the source reference on plot.ly for hovertext .\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | line\n", " | plotly.graph_objs.scatter.Line instance or dict with\n", " | compatible properties\n", " | marker\n", " | plotly.graph_objs.scatter.Marker instance or dict with\n", " | compatible properties\n", " | mode\n", " | Determines the drawing mode for this scatter trace. If\n", " | the provided `mode` includes \"text\" then the `text`\n", " | elements appear at the coordinates. Otherwise, the\n", " | `text` elements appear on hover. If there are less than\n", " | 20 points and the trace is not stacked then the default\n", " | is \"lines+markers\". Otherwise, \"lines\".\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | orientation\n", " | Only relevant when `stackgroup` is used, and only the\n", " | first `orientation` found in the `stackgroup` will be\n", " | used - including if `visible` is \"legendonly\" but not\n", " | if it is `false`. Sets the stacking direction. With \"v\"\n", " | (\"h\"), the y (x) values of subsequent traces are added.\n", " | Also affects the default value of `fill`.\n", " | r\n", " | r coordinates in scatter traces are deprecated!Please\n", " | switch to the \"scatterpolar\" trace type.Sets the radial\n", " | coordinatesfor legacy polar chart only.\n", " | rsrc\n", " | Sets the source reference on plot.ly for r .\n", " | selected\n", " | plotly.graph_objs.scatter.Selected instance or dict\n", " | with compatible properties\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | stackgaps\n", " | Only relevant when `stackgroup` is used, and only the\n", " | first `stackgaps` found in the `stackgroup` will be\n", " | used - including if `visible` is \"legendonly\" but not\n", " | if it is `false`. Determines how we handle locations at\n", " | which other traces in this group have data but this one\n", " | does not. With *infer zero* we insert a zero at these\n", " | locations. With \"interpolate\" we linearly interpolate\n", " | between existing values, and extrapolate a constant\n", " | beyond the existing values.\n", " | stackgroup\n", " | Set several scatter traces (on the same subplot) to the\n", " | same stackgroup in order to add their y values (or\n", " | their x values if `orientation` is \"h\"). If blank or\n", " | omitted this trace will not be stacked. Stacking also\n", " | turns `fill` on by default, using \"tonexty\" (\"tonextx\")\n", " | if `orientation` is \"h\" (\"v\") and sets the default\n", " | `mode` to \"lines\" irrespective of point count. You can\n", " | only stack on a numeric (linear or log) axis. Traces in\n", " | a `stackgroup` will only fill to (or be filled to)\n", " | other traces in the same group. With multiple\n", " | `stackgroup`s or some traces stacked and some not, if\n", " | fill-linked traces are not already consecutive, the\n", " | later ones will be pushed down in the drawing order.\n", " | stream\n", " | plotly.graph_objs.scatter.Stream instance or dict with\n", " | compatible properties\n", " | t\n", " | t coordinates in scatter traces are deprecated!Please\n", " | switch to the \"scatterpolar\" trace type.Sets the\n", " | angular coordinatesfor legacy polar chart only.\n", " | text\n", " | Sets text elements associated with each (x,y) pair. If\n", " | a single string, the same string appears over all the\n", " | data points. If an array of string, the items are\n", " | mapped in order to the this trace's (x,y) coordinates.\n", " | If trace `hoverinfo` contains a \"text\" flag and\n", " | \"hovertext\" is not set, these elements will be seen in\n", " | the hover labels.\n", " | textfont\n", " | Sets the text font.\n", " | textposition\n", " | Sets the positions of the `text` elements with respects\n", " | to the (x,y) coordinates.\n", " | textpositionsrc\n", " | Sets the source reference on plot.ly for textposition\n", " | .\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | tsrc\n", " | Sets the source reference on plot.ly for t .\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | unselected\n", " | plotly.graph_objs.scatter.Unselected instance or dict\n", " | with compatible properties\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | x\n", " | Sets the x coordinates.\n", " | x0\n", " | Alternate to `x`. Builds a linear space of x\n", " | coordinates. Use with `dx` where `x0` is the starting\n", " | coordinate and `dx` the step.\n", " | xaxis\n", " | Sets a reference between this trace's x coordinates and\n", " | a 2D cartesian x axis. If \"x\" (the default value), the\n", " | x coordinates refer to `layout.xaxis`. If \"x2\", the x\n", " | coordinates refer to `layout.xaxis2`, and so on.\n", " | xcalendar\n", " | Sets the calendar system to use with `x` date data.\n", " | xsrc\n", " | Sets the source reference on plot.ly for x .\n", " | y\n", " | Sets the y coordinates.\n", " | y0\n", " | Alternate to `y`. Builds a linear space of y\n", " | coordinates. Use with `dy` where `y0` is the starting\n", " | coordinate and `dy` the step.\n", " | yaxis\n", " | Sets a reference between this trace's y coordinates and\n", " | a 2D cartesian y axis. If \"y\" (the default value), the\n", " | y coordinates refer to `layout.yaxis`. If \"y2\", the y\n", " | coordinates refer to `layout.yaxis2`, and so on.\n", " | ycalendar\n", " | Sets the calendar system to use with `y` date data.\n", " | ysrc\n", " | Sets the source reference on plot.ly for y .\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Scatter\n", " | \n", " | 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, uirevision=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)\n", " | Add a new Scatter3d trace\n", " | \n", " | The data visualized as scatter point or lines in 3D dimension\n", " | is set in `x`, `y`, `z`. Text (appearing either on the chart or\n", " | on hover only) is via `text`. Bubble charts are achieved by\n", " | setting `marker.size` and/or `marker.color` Projections are\n", " | achieved via `projection`. Surface fills are achieved via\n", " | `surfaceaxis`.\n", " | \n", " | Parameters\n", " | ----------\n", " | connectgaps\n", " | Determines whether or not gaps (i.e. {nan} or missing\n", " | values) in the provided data arrays are connected.\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | error_x\n", " | plotly.graph_objs.scatter3d.ErrorX instance or dict\n", " | with compatible properties\n", " | error_y\n", " | plotly.graph_objs.scatter3d.ErrorY instance or dict\n", " | with compatible properties\n", " | error_z\n", " | plotly.graph_objs.scatter3d.ErrorZ instance or dict\n", " | with compatible properties\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.scatter3d.Hoverlabel instance or dict\n", " | with compatible properties\n", " | hovertext\n", " | Sets text elements associated with each (x,y,z)\n", " | triplet. If a single string, the same string appears\n", " | over all the data points. If an array of string, the\n", " | items are mapped in order to the this trace's (x,y,z)\n", " | coordinates. To be seen, trace `hoverinfo` must contain\n", " | a \"text\" flag.\n", " | hovertextsrc\n", " | Sets the source reference on plot.ly for hovertext .\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | line\n", " | plotly.graph_objs.scatter3d.Line instance or dict with\n", " | compatible properties\n", " | marker\n", " | plotly.graph_objs.scatter3d.Marker instance or dict\n", " | with compatible properties\n", " | mode\n", " | Determines the drawing mode for this scatter trace. If\n", " | the provided `mode` includes \"text\" then the `text`\n", " | elements appear at the coordinates. Otherwise, the\n", " | `text` elements appear on hover. If there are less than\n", " | 20 points and the trace is not stacked then the default\n", " | is \"lines+markers\". Otherwise, \"lines\".\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | projection\n", " | plotly.graph_objs.scatter3d.Projection instance or dict\n", " | with compatible properties\n", " | scene\n", " | Sets a reference between this trace's 3D coordinate\n", " | system and a 3D scene. If \"scene\" (the default value),\n", " | the (x,y,z) coordinates refer to `layout.scene`. If\n", " | \"scene2\", the (x,y,z) coordinates refer to\n", " | `layout.scene2`, and so on.\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | stream\n", " | plotly.graph_objs.scatter3d.Stream instance or dict\n", " | with compatible properties\n", " | surfaceaxis\n", " | If \"-1\", the scatter points are not fill with a surface\n", " | If 0, 1, 2, the scatter points are filled with a\n", " | Delaunay surface about the x, y, z respectively.\n", " | surfacecolor\n", " | Sets the surface fill color.\n", " | text\n", " | Sets text elements associated with each (x,y,z)\n", " | triplet. If a single string, the same string appears\n", " | over all the data points. If an array of string, the\n", " | items are mapped in order to the this trace's (x,y,z)\n", " | coordinates. If trace `hoverinfo` contains a \"text\"\n", " | flag and \"hovertext\" is not set, these elements will be\n", " | seen in the hover labels.\n", " | textfont\n", " | plotly.graph_objs.scatter3d.Textfont instance or dict\n", " | with compatible properties\n", " | textposition\n", " | Sets the positions of the `text` elements with respects\n", " | to the (x,y) coordinates.\n", " | textpositionsrc\n", " | Sets the source reference on plot.ly for textposition\n", " | .\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | x\n", " | Sets the x coordinates.\n", " | xcalendar\n", " | Sets the calendar system to use with `x` date data.\n", " | xsrc\n", " | Sets the source reference on plot.ly for x .\n", " | y\n", " | Sets the y coordinates.\n", " | ycalendar\n", " | Sets the calendar system to use with `y` date data.\n", " | ysrc\n", " | Sets the source reference on plot.ly for y .\n", " | z\n", " | Sets the z coordinates.\n", " | zcalendar\n", " | Sets the calendar system to use with `z` date data.\n", " | zsrc\n", " | Sets the source reference on plot.ly for z .\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Scatter3d\n", " | \n", " | 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, uirevision=None, unselected=None, visible=None, xaxis=None, yaxis=None, row=None, col=None, **kwargs)\n", " | Add a new Scattercarpet trace\n", " | \n", " | Plots a scatter trace on either the first carpet axis or the\n", " | carpet axis with a matching `carpet` attribute.\n", " | \n", " | Parameters\n", " | ----------\n", " | a\n", " | Sets the quantity of component `a` in each data point.\n", " | If `a`, `b`, and `c` are all provided, they need not be\n", " | normalized, only the relative values matter. If only\n", " | two arrays are provided they must be normalized to\n", " | match `ternary.sum`.\n", " | asrc\n", " | Sets the source reference on plot.ly for a .\n", " | b\n", " | Sets the quantity of component `a` in each data point.\n", " | If `a`, `b`, and `c` are all provided, they need not be\n", " | normalized, only the relative values matter. If only\n", " | two arrays are provided they must be normalized to\n", " | match `ternary.sum`.\n", " | bsrc\n", " | Sets the source reference on plot.ly for b .\n", " | carpet\n", " | An identifier for this carpet, so that `scattercarpet`\n", " | and `scattercontour` traces can specify a carpet plot\n", " | on which they lie\n", " | connectgaps\n", " | Determines whether or not gaps (i.e. {nan} or missing\n", " | values) in the provided data arrays are connected.\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | fill\n", " | Sets the area to fill with a solid color. Use with\n", " | `fillcolor` if not \"none\". scatterternary has a subset\n", " | of the options available to scatter. \"toself\" connects\n", " | the endpoints of the trace (or each segment of the\n", " | trace if it has gaps) into a closed shape. \"tonext\"\n", " | fills the space between two traces if one completely\n", " | encloses the other (eg consecutive contour lines), and\n", " | behaves like \"toself\" if there is no trace before it.\n", " | \"tonext\" should not be used if one trace does not\n", " | enclose the other.\n", " | fillcolor\n", " | Sets the fill color. Defaults to a half-transparent\n", " | variant of the line color, marker color, or marker line\n", " | color, whichever is available.\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.scattercarpet.Hoverlabel instance or\n", " | dict with compatible properties\n", " | hoveron\n", " | Do the hover effects highlight individual points\n", " | (markers or line points) or do they highlight filled\n", " | regions? If the fill is \"toself\" or \"tonext\" and there\n", " | are no markers or text, then the default is \"fills\",\n", " | otherwise it is \"points\".\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | line\n", " | plotly.graph_objs.scattercarpet.Line instance or dict\n", " | with compatible properties\n", " | marker\n", " | plotly.graph_objs.scattercarpet.Marker instance or dict\n", " | with compatible properties\n", " | mode\n", " | Determines the drawing mode for this scatter trace. If\n", " | the provided `mode` includes \"text\" then the `text`\n", " | elements appear at the coordinates. Otherwise, the\n", " | `text` elements appear on hover. If there are less than\n", " | 20 points and the trace is not stacked then the default\n", " | is \"lines+markers\". Otherwise, \"lines\".\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | selected\n", " | plotly.graph_objs.scattercarpet.Selected instance or\n", " | dict with compatible properties\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | stream\n", " | plotly.graph_objs.scattercarpet.Stream instance or dict\n", " | with compatible properties\n", " | text\n", " | Sets text elements associated with each (a,b,c) point.\n", " | If a single string, the same string appears over all\n", " | the data points. If an array of strings, the items are\n", " | mapped in order to the the data points in (a,b,c).\n", " | textfont\n", " | Sets the text font.\n", " | textposition\n", " | Sets the positions of the `text` elements with respects\n", " | to the (x,y) coordinates.\n", " | textpositionsrc\n", " | Sets the source reference on plot.ly for textposition\n", " | .\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | unselected\n", " | plotly.graph_objs.scattercarpet.Unselected instance or\n", " | dict with compatible properties\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | xaxis\n", " | Sets a reference between this trace's x coordinates and\n", " | a 2D cartesian x axis. If \"x\" (the default value), the\n", " | x coordinates refer to `layout.xaxis`. If \"x2\", the x\n", " | coordinates refer to `layout.xaxis2`, and so on.\n", " | yaxis\n", " | Sets a reference between this trace's y coordinates and\n", " | a 2D cartesian y axis. If \"y\" (the default value), the\n", " | y coordinates refer to `layout.yaxis`. If \"y2\", the y\n", " | coordinates refer to `layout.yaxis2`, and so on.\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Scattercarpet\n", " | \n", " | add_scattergeo(self, connectgaps=None, customdata=None, customdatasrc=None, fill=None, fillcolor=None, geo=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=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, uirevision=None, unselected=None, visible=None, row=None, col=None, **kwargs)\n", " | Add a new Scattergeo trace\n", " | \n", " | The data visualized as scatter point or lines on a geographic\n", " | map is provided either by longitude/latitude pairs in `lon` and\n", " | `lat` respectively or by geographic location IDs or names in\n", " | `locations`.\n", " | \n", " | Parameters\n", " | ----------\n", " | connectgaps\n", " | Determines whether or not gaps (i.e. {nan} or missing\n", " | values) in the provided data arrays are connected.\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | fill\n", " | Sets the area to fill with a solid color. Use with\n", " | `fillcolor` if not \"none\". \"toself\" connects the\n", " | endpoints of the trace (or each segment of the trace if\n", " | it has gaps) into a closed shape.\n", " | fillcolor\n", " | Sets the fill color. Defaults to a half-transparent\n", " | variant of the line color, marker color, or marker line\n", " | color, whichever is available.\n", " | geo\n", " | Sets a reference between this trace's geospatial\n", " | coordinates and a geographic map. If \"geo\" (the default\n", " | value), the geospatial coordinates refer to\n", " | `layout.geo`. If \"geo2\", the geospatial coordinates\n", " | refer to `layout.geo2`, and so on.\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.scattergeo.Hoverlabel instance or\n", " | dict with compatible properties\n", " | hovertemplate\n", " | Template string used for rendering the information that\n", " | appear on hover box. Note that this will override\n", " | `hoverinfo`. Variables are inserted using %{variable},\n", " | for example \"y: %{y}\". Numbers are formatted using\n", " | d3-format's syntax %{variable:d3-format}, for example\n", " | \"Price: %{y:$.2f}\". See https://github.com/d3/d3-format\n", " | /blob/master/README.md#locale_format for details on the\n", " | formatting syntax. The variables available in\n", " | `hovertemplate` are the ones emitted as event data\n", " | described at this link\n", " | https://plotly.com/javascript/plotlyjs-events/#event-data.\n", " | Additionally, every attributes that can be specified\n", " | per-point (the ones that are `arrayOk: true`) are\n", " | available. Anything contained in tag `` is\n", " | displayed in the secondary box, for example\n", " | \"{fullData.name}\".\n", " | hovertemplatesrc\n", " | Sets the source reference on plot.ly for hovertemplate\n", " | .\n", " | hovertext\n", " | Sets hover text elements associated with each (lon,lat)\n", " | pair or item in `locations`. If a single string, the\n", " | same string appears over all the data points. If an\n", " | array of string, the items are mapped in order to the\n", " | this trace's (lon,lat) or `locations` coordinates. To\n", " | be seen, trace `hoverinfo` must contain a \"text\" flag.\n", " | hovertextsrc\n", " | Sets the source reference on plot.ly for hovertext .\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | lat\n", " | Sets the latitude coordinates (in degrees North).\n", " | latsrc\n", " | Sets the source reference on plot.ly for lat .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | line\n", " | plotly.graph_objs.scattergeo.Line instance or dict with\n", " | compatible properties\n", " | locationmode\n", " | Determines the set of locations used to match entries\n", " | in `locations` to regions on the map.\n", " | locations\n", " | Sets the coordinates via location IDs or names.\n", " | Coordinates correspond to the centroid of each location\n", " | given. See `locationmode` for more info.\n", " | locationssrc\n", " | Sets the source reference on plot.ly for locations .\n", " | lon\n", " | Sets the longitude coordinates (in degrees East).\n", " | lonsrc\n", " | Sets the source reference on plot.ly for lon .\n", " | marker\n", " | plotly.graph_objs.scattergeo.Marker instance or dict\n", " | with compatible properties\n", " | mode\n", " | Determines the drawing mode for this scatter trace. If\n", " | the provided `mode` includes \"text\" then the `text`\n", " | elements appear at the coordinates. Otherwise, the\n", " | `text` elements appear on hover. If there are less than\n", " | 20 points and the trace is not stacked then the default\n", " | is \"lines+markers\". Otherwise, \"lines\".\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | selected\n", " | plotly.graph_objs.scattergeo.Selected instance or dict\n", " | with compatible properties\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | stream\n", " | plotly.graph_objs.scattergeo.Stream instance or dict\n", " | with compatible properties\n", " | text\n", " | Sets text elements associated with each (lon,lat) pair\n", " | or item in `locations`. If a single string, the same\n", " | string appears over all the data points. If an array of\n", " | string, the items are mapped in order to the this\n", " | trace's (lon,lat) or `locations` coordinates. If trace\n", " | `hoverinfo` contains a \"text\" flag and \"hovertext\" is\n", " | not set, these elements will be seen in the hover\n", " | labels.\n", " | textfont\n", " | Sets the text font.\n", " | textposition\n", " | Sets the positions of the `text` elements with respects\n", " | to the (x,y) coordinates.\n", " | textpositionsrc\n", " | Sets the source reference on plot.ly for textposition\n", " | .\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | unselected\n", " | plotly.graph_objs.scattergeo.Unselected instance or\n", " | dict with compatible properties\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Scattergeo\n", " | \n", " | 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, hovertemplate=None, hovertemplatesrc=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, text=None, textfont=None, textposition=None, textpositionsrc=None, textsrc=None, uid=None, uirevision=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)\n", " | Add a new Scattergl trace\n", " | \n", " | The data visualized as scatter point or lines is set in `x` and\n", " | `y` using the WebGL plotting engine. Bubble charts are achieved\n", " | by setting `marker.size` and/or `marker.color` to a numerical\n", " | arrays.\n", " | \n", " | Parameters\n", " | ----------\n", " | connectgaps\n", " | Determines whether or not gaps (i.e. {nan} or missing\n", " | values) in the provided data arrays are connected.\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | dx\n", " | Sets the x coordinate step. See `x0` for more info.\n", " | dy\n", " | Sets the y coordinate step. See `y0` for more info.\n", " | error_x\n", " | plotly.graph_objs.scattergl.ErrorX instance or dict\n", " | with compatible properties\n", " | error_y\n", " | plotly.graph_objs.scattergl.ErrorY instance or dict\n", " | with compatible properties\n", " | fill\n", " | Sets the area to fill with a solid color. Defaults to\n", " | \"none\" unless this trace is stacked, then it gets\n", " | \"tonexty\" (\"tonextx\") if `orientation` is \"v\" (\"h\") Use\n", " | with `fillcolor` if not \"none\". \"tozerox\" and \"tozeroy\"\n", " | fill to x=0 and y=0 respectively. \"tonextx\" and\n", " | \"tonexty\" fill between the endpoints of this trace and\n", " | the endpoints of the trace before it, connecting those\n", " | endpoints with straight lines (to make a stacked area\n", " | graph); if there is no trace before it, they behave\n", " | like \"tozerox\" and \"tozeroy\". \"toself\" connects the\n", " | endpoints of the trace (or each segment of the trace if\n", " | it has gaps) into a closed shape. \"tonext\" fills the\n", " | space between two traces if one completely encloses the\n", " | other (eg consecutive contour lines), and behaves like\n", " | \"toself\" if there is no trace before it. \"tonext\"\n", " | should not be used if one trace does not enclose the\n", " | other. Traces in a `stackgroup` will only fill to (or\n", " | be filled to) other traces in the same group. With\n", " | multiple `stackgroup`s or some traces stacked and some\n", " | not, if fill-linked traces are not already consecutive,\n", " | the later ones will be pushed down in the drawing\n", " | order.\n", " | fillcolor\n", " | Sets the fill color. Defaults to a half-transparent\n", " | variant of the line color, marker color, or marker line\n", " | color, whichever is available.\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.scattergl.Hoverlabel instance or dict\n", " | with compatible properties\n", " | hovertemplate\n", " | Template string used for rendering the information that\n", " | appear on hover box. Note that this will override\n", " | `hoverinfo`. Variables are inserted using %{variable},\n", " | for example \"y: %{y}\". Numbers are formatted using\n", " | d3-format's syntax %{variable:d3-format}, for example\n", " | \"Price: %{y:$.2f}\". See https://github.com/d3/d3-format\n", " | /blob/master/README.md#locale_format for details on the\n", " | formatting syntax. The variables available in\n", " | `hovertemplate` are the ones emitted as event data\n", " | described at this link\n", " | https://plotly.com/javascript/plotlyjs-events/#event-data.\n", " | Additionally, every attributes that can be specified\n", " | per-point (the ones that are `arrayOk: true`) are\n", " | available. Anything contained in tag `` is\n", " | displayed in the secondary box, for example\n", " | \"{fullData.name}\".\n", " | hovertemplatesrc\n", " | Sets the source reference on plot.ly for hovertemplate\n", " | .\n", " | hovertext\n", " | Sets hover text elements associated with each (x,y)\n", " | pair. If a single string, the same string appears over\n", " | all the data points. If an array of string, the items\n", " | are mapped in order to the this trace's (x,y)\n", " | coordinates. To be seen, trace `hoverinfo` must contain\n", " | a \"text\" flag.\n", " | hovertextsrc\n", " | Sets the source reference on plot.ly for hovertext .\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | line\n", " | plotly.graph_objs.scattergl.Line instance or dict with\n", " | compatible properties\n", " | marker\n", " | plotly.graph_objs.scattergl.Marker instance or dict\n", " | with compatible properties\n", " | mode\n", " | Determines the drawing mode for this scatter trace.\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | selected\n", " | plotly.graph_objs.scattergl.Selected instance or dict\n", " | with compatible properties\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | stream\n", " | plotly.graph_objs.scattergl.Stream instance or dict\n", " | with compatible properties\n", " | text\n", " | Sets text elements associated with each (x,y) pair. If\n", " | a single string, the same string appears over all the\n", " | data points. If an array of string, the items are\n", " | mapped in order to the this trace's (x,y) coordinates.\n", " | If trace `hoverinfo` contains a \"text\" flag and\n", " | \"hovertext\" is not set, these elements will be seen in\n", " | the hover labels.\n", " | textfont\n", " | Sets the text font.\n", " | textposition\n", " | Sets the positions of the `text` elements with respects\n", " | to the (x,y) coordinates.\n", " | textpositionsrc\n", " | Sets the source reference on plot.ly for textposition\n", " | .\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | unselected\n", " | plotly.graph_objs.scattergl.Unselected instance or dict\n", " | with compatible properties\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | x\n", " | Sets the x coordinates.\n", " | x0\n", " | Alternate to `x`. Builds a linear space of x\n", " | coordinates. Use with `dx` where `x0` is the starting\n", " | coordinate and `dx` the step.\n", " | xaxis\n", " | Sets a reference between this trace's x coordinates and\n", " | a 2D cartesian x axis. If \"x\" (the default value), the\n", " | x coordinates refer to `layout.xaxis`. If \"x2\", the x\n", " | coordinates refer to `layout.xaxis2`, and so on.\n", " | xcalendar\n", " | Sets the calendar system to use with `x` date data.\n", " | xsrc\n", " | Sets the source reference on plot.ly for x .\n", " | y\n", " | Sets the y coordinates.\n", " | y0\n", " | Alternate to `y`. Builds a linear space of y\n", " | coordinates. Use with `dy` where `y0` is the starting\n", " | coordinate and `dy` the step.\n", " | yaxis\n", " | Sets a reference between this trace's y coordinates and\n", " | a 2D cartesian y axis. If \"y\" (the default value), the\n", " | y coordinates refer to `layout.yaxis`. If \"y2\", the y\n", " | coordinates refer to `layout.yaxis2`, and so on.\n", " | ycalendar\n", " | Sets the calendar system to use with `y` date data.\n", " | ysrc\n", " | Sets the source reference on plot.ly for y .\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Scattergl\n", " | \n", " | add_scattermapbox(self, connectgaps=None, customdata=None, customdatasrc=None, fill=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=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, uirevision=None, unselected=None, visible=None, row=None, col=None, **kwargs)\n", " | Add a new Scattermapbox trace\n", " | \n", " | The data visualized as scatter point, lines or marker symbols\n", " | on a Mapbox GL geographic map is provided by longitude/latitude\n", " | pairs in `lon` and `lat`.\n", " | \n", " | Parameters\n", " | ----------\n", " | connectgaps\n", " | Determines whether or not gaps (i.e. {nan} or missing\n", " | values) in the provided data arrays are connected.\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | fill\n", " | Sets the area to fill with a solid color. Use with\n", " | `fillcolor` if not \"none\". \"toself\" connects the\n", " | endpoints of the trace (or each segment of the trace if\n", " | it has gaps) into a closed shape.\n", " | fillcolor\n", " | Sets the fill color. Defaults to a half-transparent\n", " | variant of the line color, marker color, or marker line\n", " | color, whichever is available.\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.scattermapbox.Hoverlabel instance or\n", " | dict with compatible properties\n", " | hovertemplate\n", " | Template string used for rendering the information that\n", " | appear on hover box. Note that this will override\n", " | `hoverinfo`. Variables are inserted using %{variable},\n", " | for example \"y: %{y}\". Numbers are formatted using\n", " | d3-format's syntax %{variable:d3-format}, for example\n", " | \"Price: %{y:$.2f}\". See https://github.com/d3/d3-format\n", " | /blob/master/README.md#locale_format for details on the\n", " | formatting syntax. The variables available in\n", " | `hovertemplate` are the ones emitted as event data\n", " | described at this link\n", " | https://plotly.com/javascript/plotlyjs-events/#event-data.\n", " | Additionally, every attributes that can be specified\n", " | per-point (the ones that are `arrayOk: true`) are\n", " | available. Anything contained in tag `` is\n", " | displayed in the secondary box, for example\n", " | \"{fullData.name}\".\n", " | hovertemplatesrc\n", " | Sets the source reference on plot.ly for hovertemplate\n", " | .\n", " | hovertext\n", " | Sets hover text elements associated with each (lon,lat)\n", " | pair If a single string, the same string appears over\n", " | all the data points. If an array of string, the items\n", " | are mapped in order to the this trace's (lon,lat)\n", " | coordinates. To be seen, trace `hoverinfo` must contain\n", " | a \"text\" flag.\n", " | hovertextsrc\n", " | Sets the source reference on plot.ly for hovertext .\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | lat\n", " | Sets the latitude coordinates (in degrees North).\n", " | latsrc\n", " | Sets the source reference on plot.ly for lat .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | line\n", " | plotly.graph_objs.scattermapbox.Line instance or dict\n", " | with compatible properties\n", " | lon\n", " | Sets the longitude coordinates (in degrees East).\n", " | lonsrc\n", " | Sets the source reference on plot.ly for lon .\n", " | marker\n", " | plotly.graph_objs.scattermapbox.Marker instance or dict\n", " | with compatible properties\n", " | mode\n", " | Determines the drawing mode for this scatter trace. If\n", " | the provided `mode` includes \"text\" then the `text`\n", " | elements appear at the coordinates. Otherwise, the\n", " | `text` elements appear on hover.\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | selected\n", " | plotly.graph_objs.scattermapbox.Selected instance or\n", " | dict with compatible properties\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | stream\n", " | plotly.graph_objs.scattermapbox.Stream instance or dict\n", " | with compatible properties\n", " | subplot\n", " | Sets a reference between this trace's data coordinates\n", " | and a mapbox subplot. If \"mapbox\" (the default value),\n", " | the data refer to `layout.mapbox`. If \"mapbox2\", the\n", " | data refer to `layout.mapbox2`, and so on.\n", " | text\n", " | Sets text elements associated with each (lon,lat) pair\n", " | If a single string, the same string appears over all\n", " | the data points. If an array of string, the items are\n", " | mapped in order to the this trace's (lon,lat)\n", " | coordinates. If trace `hoverinfo` contains a \"text\"\n", " | flag and \"hovertext\" is not set, these elements will be\n", " | seen in the hover labels.\n", " | textfont\n", " | Sets the icon text font. Has an effect only when `type`\n", " | is set to \"symbol\".\n", " | textposition\n", " | Sets the positions of the `text` elements with respects\n", " | to the (x,y) coordinates.\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | unselected\n", " | plotly.graph_objs.scattermapbox.Unselected instance or\n", " | dict with compatible properties\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Scattermapbox\n", " | \n", " | add_scatterpolar(self, cliponaxis=None, connectgaps=None, customdata=None, customdatasrc=None, dr=None, dtheta=None, fill=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hoveron=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legendgroup=None, line=None, marker=None, mode=None, name=None, opacity=None, r=None, r0=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, theta0=None, thetasrc=None, thetaunit=None, uid=None, uirevision=None, unselected=None, visible=None, row=None, col=None, **kwargs)\n", " | Add a new Scatterpolar trace\n", " | \n", " | The scatterpolar trace type encompasses line charts, scatter\n", " | charts, text charts, and bubble charts in polar coordinates.\n", " | The data visualized as scatter point or lines is set in `r`\n", " | (radial) and `theta` (angular) coordinates Text (appearing\n", " | either on the chart or on hover only) is via `text`. Bubble\n", " | charts are achieved by setting `marker.size` and/or\n", " | `marker.color` to numerical arrays.\n", " | \n", " | Parameters\n", " | ----------\n", " | cliponaxis\n", " | Determines whether or not markers and text nodes are\n", " | clipped about the subplot axes. To show markers and\n", " | text nodes above axis lines and tick labels, make sure\n", " | to set `xaxis.layer` and `yaxis.layer` to *below\n", " | traces*.\n", " | connectgaps\n", " | Determines whether or not gaps (i.e. {nan} or missing\n", " | values) in the provided data arrays are connected.\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | dr\n", " | Sets the r coordinate step.\n", " | dtheta\n", " | Sets the theta coordinate step. By default, the\n", " | `dtheta` step equals the subplot's period divided by\n", " | the length of the `r` coordinates.\n", " | fill\n", " | Sets the area to fill with a solid color. Use with\n", " | `fillcolor` if not \"none\". scatterpolar has a subset of\n", " | the options available to scatter. \"toself\" connects the\n", " | endpoints of the trace (or each segment of the trace if\n", " | it has gaps) into a closed shape. \"tonext\" fills the\n", " | space between two traces if one completely encloses the\n", " | other (eg consecutive contour lines), and behaves like\n", " | \"toself\" if there is no trace before it. \"tonext\"\n", " | should not be used if one trace does not enclose the\n", " | other.\n", " | fillcolor\n", " | Sets the fill color. Defaults to a half-transparent\n", " | variant of the line color, marker color, or marker line\n", " | color, whichever is available.\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.scatterpolar.Hoverlabel instance or\n", " | dict with compatible properties\n", " | hoveron\n", " | Do the hover effects highlight individual points\n", " | (markers or line points) or do they highlight filled\n", " | regions? If the fill is \"toself\" or \"tonext\" and there\n", " | are no markers or text, then the default is \"fills\",\n", " | otherwise it is \"points\".\n", " | hovertemplate\n", " | Template string used for rendering the information that\n", " | appear on hover box. Note that this will override\n", " | `hoverinfo`. Variables are inserted using %{variable},\n", " | for example \"y: %{y}\". Numbers are formatted using\n", " | d3-format's syntax %{variable:d3-format}, for example\n", " | \"Price: %{y:$.2f}\". See https://github.com/d3/d3-format\n", " | /blob/master/README.md#locale_format for details on the\n", " | formatting syntax. The variables available in\n", " | `hovertemplate` are the ones emitted as event data\n", " | described at this link\n", " | https://plotly.com/javascript/plotlyjs-events/#event-data.\n", " | Additionally, every attributes that can be specified\n", " | per-point (the ones that are `arrayOk: true`) are\n", " | available. Anything contained in tag `` is\n", " | displayed in the secondary box, for example\n", " | \"{fullData.name}\".\n", " | hovertemplatesrc\n", " | Sets the source reference on plot.ly for hovertemplate\n", " | .\n", " | hovertext\n", " | Sets hover text elements associated with each (x,y)\n", " | pair. If a single string, the same string appears over\n", " | all the data points. If an array of string, the items\n", " | are mapped in order to the this trace's (x,y)\n", " | coordinates. To be seen, trace `hoverinfo` must contain\n", " | a \"text\" flag.\n", " | hovertextsrc\n", " | Sets the source reference on plot.ly for hovertext .\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | line\n", " | plotly.graph_objs.scatterpolar.Line instance or dict\n", " | with compatible properties\n", " | marker\n", " | plotly.graph_objs.scatterpolar.Marker instance or dict\n", " | with compatible properties\n", " | mode\n", " | Determines the drawing mode for this scatter trace. If\n", " | the provided `mode` includes \"text\" then the `text`\n", " | elements appear at the coordinates. Otherwise, the\n", " | `text` elements appear on hover. If there are less than\n", " | 20 points and the trace is not stacked then the default\n", " | is \"lines+markers\". Otherwise, \"lines\".\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | r\n", " | Sets the radial coordinates\n", " | r0\n", " | Alternate to `r`. Builds a linear space of r\n", " | coordinates. Use with `dr` where `r0` is the starting\n", " | coordinate and `dr` the step.\n", " | rsrc\n", " | Sets the source reference on plot.ly for r .\n", " | selected\n", " | plotly.graph_objs.scatterpolar.Selected instance or\n", " | dict with compatible properties\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | stream\n", " | plotly.graph_objs.scatterpolar.Stream instance or dict\n", " | with compatible properties\n", " | subplot\n", " | Sets a reference between this trace's data coordinates\n", " | and a polar subplot. If \"polar\" (the default value),\n", " | the data refer to `layout.polar`. If \"polar2\", the data\n", " | refer to `layout.polar2`, and so on.\n", " | text\n", " | Sets text elements associated with each (x,y) pair. If\n", " | a single string, the same string appears over all the\n", " | data points. If an array of string, the items are\n", " | mapped in order to the this trace's (x,y) coordinates.\n", " | If trace `hoverinfo` contains a \"text\" flag and\n", " | \"hovertext\" is not set, these elements will be seen in\n", " | the hover labels.\n", " | textfont\n", " | Sets the text font.\n", " | textposition\n", " | Sets the positions of the `text` elements with respects\n", " | to the (x,y) coordinates.\n", " | textpositionsrc\n", " | Sets the source reference on plot.ly for textposition\n", " | .\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | theta\n", " | Sets the angular coordinates\n", " | theta0\n", " | Alternate to `theta`. Builds a linear space of theta\n", " | coordinates. Use with `dtheta` where `theta0` is the\n", " | starting coordinate and `dtheta` the step.\n", " | thetasrc\n", " | Sets the source reference on plot.ly for theta .\n", " | thetaunit\n", " | Sets the unit of input \"theta\" values. Has an effect\n", " | only when on \"linear\" angular axes.\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | unselected\n", " | plotly.graph_objs.scatterpolar.Unselected instance or\n", " | dict with compatible properties\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Scatterpolar\n", " | \n", " | add_scatterpolargl(self, connectgaps=None, customdata=None, customdatasrc=None, dr=None, dtheta=None, fill=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legendgroup=None, line=None, marker=None, mode=None, name=None, opacity=None, r=None, r0=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, theta0=None, thetasrc=None, thetaunit=None, uid=None, uirevision=None, unselected=None, visible=None, row=None, col=None, **kwargs)\n", " | Add a new Scatterpolargl trace\n", " | \n", " | The scatterpolargl trace type encompasses line charts, scatter\n", " | charts, and bubble charts in polar coordinates using the WebGL\n", " | plotting engine. The data visualized as scatter point or lines\n", " | is set in `r` (radial) and `theta` (angular) coordinates Bubble\n", " | charts are achieved by setting `marker.size` and/or\n", " | `marker.color` to numerical arrays.\n", " | \n", " | Parameters\n", " | ----------\n", " | connectgaps\n", " | Determines whether or not gaps (i.e. {nan} or missing\n", " | values) in the provided data arrays are connected.\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | dr\n", " | Sets the r coordinate step.\n", " | dtheta\n", " | Sets the theta coordinate step. By default, the\n", " | `dtheta` step equals the subplot's period divided by\n", " | the length of the `r` coordinates.\n", " | fill\n", " | Sets the area to fill with a solid color. Defaults to\n", " | \"none\" unless this trace is stacked, then it gets\n", " | \"tonexty\" (\"tonextx\") if `orientation` is \"v\" (\"h\") Use\n", " | with `fillcolor` if not \"none\". \"tozerox\" and \"tozeroy\"\n", " | fill to x=0 and y=0 respectively. \"tonextx\" and\n", " | \"tonexty\" fill between the endpoints of this trace and\n", " | the endpoints of the trace before it, connecting those\n", " | endpoints with straight lines (to make a stacked area\n", " | graph); if there is no trace before it, they behave\n", " | like \"tozerox\" and \"tozeroy\". \"toself\" connects the\n", " | endpoints of the trace (or each segment of the trace if\n", " | it has gaps) into a closed shape. \"tonext\" fills the\n", " | space between two traces if one completely encloses the\n", " | other (eg consecutive contour lines), and behaves like\n", " | \"toself\" if there is no trace before it. \"tonext\"\n", " | should not be used if one trace does not enclose the\n", " | other. Traces in a `stackgroup` will only fill to (or\n", " | be filled to) other traces in the same group. With\n", " | multiple `stackgroup`s or some traces stacked and some\n", " | not, if fill-linked traces are not already consecutive,\n", " | the later ones will be pushed down in the drawing\n", " | order.\n", " | fillcolor\n", " | Sets the fill color. Defaults to a half-transparent\n", " | variant of the line color, marker color, or marker line\n", " | color, whichever is available.\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.scatterpolargl.Hoverlabel instance or\n", " | dict with compatible properties\n", " | hovertemplate\n", " | Template string used for rendering the information that\n", " | appear on hover box. Note that this will override\n", " | `hoverinfo`. Variables are inserted using %{variable},\n", " | for example \"y: %{y}\". Numbers are formatted using\n", " | d3-format's syntax %{variable:d3-format}, for example\n", " | \"Price: %{y:$.2f}\". See https://github.com/d3/d3-format\n", " | /blob/master/README.md#locale_format for details on the\n", " | formatting syntax. The variables available in\n", " | `hovertemplate` are the ones emitted as event data\n", " | described at this link\n", " | https://plotly.com/javascript/plotlyjs-events/#event-data.\n", " | Additionally, every attributes that can be specified\n", " | per-point (the ones that are `arrayOk: true`) are\n", " | available. Anything contained in tag `` is\n", " | displayed in the secondary box, for example\n", " | \"{fullData.name}\".\n", " | hovertemplatesrc\n", " | Sets the source reference on plot.ly for hovertemplate\n", " | .\n", " | hovertext\n", " | Sets hover text elements associated with each (x,y)\n", " | pair. If a single string, the same string appears over\n", " | all the data points. If an array of string, the items\n", " | are mapped in order to the this trace's (x,y)\n", " | coordinates. To be seen, trace `hoverinfo` must contain\n", " | a \"text\" flag.\n", " | hovertextsrc\n", " | Sets the source reference on plot.ly for hovertext .\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | line\n", " | plotly.graph_objs.scatterpolargl.Line instance or dict\n", " | with compatible properties\n", " | marker\n", " | plotly.graph_objs.scatterpolargl.Marker instance or\n", " | dict with compatible properties\n", " | mode\n", " | Determines the drawing mode for this scatter trace. If\n", " | the provided `mode` includes \"text\" then the `text`\n", " | elements appear at the coordinates. Otherwise, the\n", " | `text` elements appear on hover. If there are less than\n", " | 20 points and the trace is not stacked then the default\n", " | is \"lines+markers\". Otherwise, \"lines\".\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | r\n", " | Sets the radial coordinates\n", " | r0\n", " | Alternate to `r`. Builds a linear space of r\n", " | coordinates. Use with `dr` where `r0` is the starting\n", " | coordinate and `dr` the step.\n", " | rsrc\n", " | Sets the source reference on plot.ly for r .\n", " | selected\n", " | plotly.graph_objs.scatterpolargl.Selected instance or\n", " | dict with compatible properties\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | stream\n", " | plotly.graph_objs.scatterpolargl.Stream instance or\n", " | dict with compatible properties\n", " | subplot\n", " | Sets a reference between this trace's data coordinates\n", " | and a polar subplot. If \"polar\" (the default value),\n", " | the data refer to `layout.polar`. If \"polar2\", the data\n", " | refer to `layout.polar2`, and so on.\n", " | text\n", " | Sets text elements associated with each (x,y) pair. If\n", " | a single string, the same string appears over all the\n", " | data points. If an array of string, the items are\n", " | mapped in order to the this trace's (x,y) coordinates.\n", " | If trace `hoverinfo` contains a \"text\" flag and\n", " | \"hovertext\" is not set, these elements will be seen in\n", " | the hover labels.\n", " | textfont\n", " | Sets the text font.\n", " | textposition\n", " | Sets the positions of the `text` elements with respects\n", " | to the (x,y) coordinates.\n", " | textpositionsrc\n", " | Sets the source reference on plot.ly for textposition\n", " | .\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | theta\n", " | Sets the angular coordinates\n", " | theta0\n", " | Alternate to `theta`. Builds a linear space of theta\n", " | coordinates. Use with `dtheta` where `theta0` is the\n", " | starting coordinate and `dtheta` the step.\n", " | thetasrc\n", " | Sets the source reference on plot.ly for theta .\n", " | thetaunit\n", " | Sets the unit of input \"theta\" values. Has an effect\n", " | only when on \"linear\" angular axes.\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | unselected\n", " | plotly.graph_objs.scatterpolargl.Unselected instance or\n", " | dict with compatible properties\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Scatterpolargl\n", " | \n", " | 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, hovertemplate=None, hovertemplatesrc=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, uirevision=None, unselected=None, visible=None, row=None, col=None, **kwargs)\n", " | Add a new Scatterternary trace\n", " | \n", " | Provides similar functionality to the \"scatter\" type but on a\n", " | ternary phase diagram. The data is provided by at least two\n", " | arrays out of `a`, `b`, `c` triplets.\n", " | \n", " | Parameters\n", " | ----------\n", " | a\n", " | Sets the quantity of component `a` in each data point.\n", " | If `a`, `b`, and `c` are all provided, they need not be\n", " | normalized, only the relative values matter. If only\n", " | two arrays are provided they must be normalized to\n", " | match `ternary.sum`.\n", " | asrc\n", " | Sets the source reference on plot.ly for a .\n", " | b\n", " | Sets the quantity of component `a` in each data point.\n", " | If `a`, `b`, and `c` are all provided, they need not be\n", " | normalized, only the relative values matter. If only\n", " | two arrays are provided they must be normalized to\n", " | match `ternary.sum`.\n", " | bsrc\n", " | Sets the source reference on plot.ly for b .\n", " | c\n", " | Sets the quantity of component `a` in each data point.\n", " | If `a`, `b`, and `c` are all provided, they need not be\n", " | normalized, only the relative values matter. If only\n", " | two arrays are provided they must be normalized to\n", " | match `ternary.sum`.\n", " | cliponaxis\n", " | Determines whether or not markers and text nodes are\n", " | clipped about the subplot axes. To show markers and\n", " | text nodes above axis lines and tick labels, make sure\n", " | to set `xaxis.layer` and `yaxis.layer` to *below\n", " | traces*.\n", " | connectgaps\n", " | Determines whether or not gaps (i.e. {nan} or missing\n", " | values) in the provided data arrays are connected.\n", " | csrc\n", " | Sets the source reference on plot.ly for c .\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | fill\n", " | Sets the area to fill with a solid color. Use with\n", " | `fillcolor` if not \"none\". scatterternary has a subset\n", " | of the options available to scatter. \"toself\" connects\n", " | the endpoints of the trace (or each segment of the\n", " | trace if it has gaps) into a closed shape. \"tonext\"\n", " | fills the space between two traces if one completely\n", " | encloses the other (eg consecutive contour lines), and\n", " | behaves like \"toself\" if there is no trace before it.\n", " | \"tonext\" should not be used if one trace does not\n", " | enclose the other.\n", " | fillcolor\n", " | Sets the fill color. Defaults to a half-transparent\n", " | variant of the line color, marker color, or marker line\n", " | color, whichever is available.\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.scatterternary.Hoverlabel instance or\n", " | dict with compatible properties\n", " | hoveron\n", " | Do the hover effects highlight individual points\n", " | (markers or line points) or do they highlight filled\n", " | regions? If the fill is \"toself\" or \"tonext\" and there\n", " | are no markers or text, then the default is \"fills\",\n", " | otherwise it is \"points\".\n", " | hovertemplate\n", " | Template string used for rendering the information that\n", " | appear on hover box. Note that this will override\n", " | `hoverinfo`. Variables are inserted using %{variable},\n", " | for example \"y: %{y}\". Numbers are formatted using\n", " | d3-format's syntax %{variable:d3-format}, for example\n", " | \"Price: %{y:$.2f}\". See https://github.com/d3/d3-format\n", " | /blob/master/README.md#locale_format for details on the\n", " | formatting syntax. The variables available in\n", " | `hovertemplate` are the ones emitted as event data\n", " | described at this link\n", " | https://plotly.com/javascript/plotlyjs-events/#event-data.\n", " | Additionally, every attributes that can be specified\n", " | per-point (the ones that are `arrayOk: true`) are\n", " | available. Anything contained in tag `` is\n", " | displayed in the secondary box, for example\n", " | \"{fullData.name}\".\n", " | hovertemplatesrc\n", " | Sets the source reference on plot.ly for hovertemplate\n", " | .\n", " | hovertext\n", " | Sets hover text elements associated with each (a,b,c)\n", " | point. If a single string, the same string appears over\n", " | all the data points. If an array of strings, the items\n", " | are mapped in order to the the data points in (a,b,c).\n", " | To be seen, trace `hoverinfo` must contain a \"text\"\n", " | flag.\n", " | hovertextsrc\n", " | Sets the source reference on plot.ly for hovertext .\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | line\n", " | plotly.graph_objs.scatterternary.Line instance or dict\n", " | with compatible properties\n", " | marker\n", " | plotly.graph_objs.scatterternary.Marker instance or\n", " | dict with compatible properties\n", " | mode\n", " | Determines the drawing mode for this scatter trace. If\n", " | the provided `mode` includes \"text\" then the `text`\n", " | elements appear at the coordinates. Otherwise, the\n", " | `text` elements appear on hover. If there are less than\n", " | 20 points and the trace is not stacked then the default\n", " | is \"lines+markers\". Otherwise, \"lines\".\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | selected\n", " | plotly.graph_objs.scatterternary.Selected instance or\n", " | dict with compatible properties\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | stream\n", " | plotly.graph_objs.scatterternary.Stream instance or\n", " | dict with compatible properties\n", " | subplot\n", " | Sets a reference between this trace's data coordinates\n", " | and a ternary subplot. If \"ternary\" (the default\n", " | value), the data refer to `layout.ternary`. If\n", " | \"ternary2\", the data refer to `layout.ternary2`, and so\n", " | on.\n", " | sum\n", " | The number each triplet should sum to, if only two of\n", " | `a`, `b`, and `c` are provided. This overrides\n", " | `ternary.sum` to normalize this specific trace, but\n", " | does not affect the values displayed on the axes. 0 (or\n", " | missing) means to use ternary.sum\n", " | text\n", " | Sets text elements associated with each (a,b,c) point.\n", " | If a single string, the same string appears over all\n", " | the data points. If an array of strings, the items are\n", " | mapped in order to the the data points in (a,b,c). If\n", " | trace `hoverinfo` contains a \"text\" flag and\n", " | \"hovertext\" is not set, these elements will be seen in\n", " | the hover labels.\n", " | textfont\n", " | Sets the text font.\n", " | textposition\n", " | Sets the positions of the `text` elements with respects\n", " | to the (x,y) coordinates.\n", " | textpositionsrc\n", " | Sets the source reference on plot.ly for textposition\n", " | .\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | unselected\n", " | plotly.graph_objs.scatterternary.Unselected instance or\n", " | dict with compatible properties\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Scatterternary\n", " | \n", " | add_splom(self, customdata=None, customdatasrc=None, diagonal=None, dimensions=None, dimensiondefaults=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, uirevision=None, unselected=None, visible=None, xaxes=None, yaxes=None, row=None, col=None, **kwargs)\n", " | Add a new Splom trace\n", " | \n", " | Splom traces generate scatter plot matrix visualizations. Each\n", " | splom `dimensions` items correspond to a generated axis. Values\n", " | for each of those dimensions are set in `dimensions[i].values`.\n", " | Splom traces support all `scattergl` marker style attributes.\n", " | Specify `layout.grid` attributes and/or layout x-axis and\n", " | y-axis attributes for more control over the axis positioning\n", " | and style.\n", " | \n", " | Parameters\n", " | ----------\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | diagonal\n", " | plotly.graph_objs.splom.Diagonal instance or dict with\n", " | compatible properties\n", " | dimensions\n", " | plotly.graph_objs.splom.Dimension instance or dict with\n", " | compatible properties\n", " | dimensiondefaults\n", " | When used in a template (as\n", " | layout.template.data.splom.dimensiondefaults), sets the\n", " | default property values to use for elements of\n", " | splom.dimensions\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.splom.Hoverlabel instance or dict\n", " | with compatible properties\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | marker\n", " | plotly.graph_objs.splom.Marker instance or dict with\n", " | compatible properties\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | selected\n", " | plotly.graph_objs.splom.Selected instance or dict with\n", " | compatible properties\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | showlowerhalf\n", " | Determines whether or not subplots on the lower half\n", " | from the diagonal are displayed.\n", " | showupperhalf\n", " | Determines whether or not subplots on the upper half\n", " | from the diagonal are displayed.\n", " | stream\n", " | plotly.graph_objs.splom.Stream instance or dict with\n", " | compatible properties\n", " | text\n", " | Sets text elements associated with each (x,y) pair to\n", " | appear on hover. If a single string, the same string\n", " | appears over all the data points. If an array of\n", " | string, the items are mapped in order to the this\n", " | trace's (x,y) coordinates.\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | unselected\n", " | plotly.graph_objs.splom.Unselected instance or dict\n", " | with compatible properties\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | xaxes\n", " | Sets the list of x axes corresponding to dimensions of\n", " | this splom trace. By default, a splom will match the\n", " | first N xaxes where N is the number of input\n", " | dimensions. Note that, in case where `diagonal.visible`\n", " | is false and `showupperhalf` or `showlowerhalf` is\n", " | false, this splom trace will generate one less x-axis\n", " | and one less y-axis.\n", " | yaxes\n", " | Sets the list of y axes corresponding to dimensions of\n", " | this splom trace. By default, a splom will match the\n", " | first N yaxes where N is the number of input\n", " | dimensions. Note that, in case where `diagonal.visible`\n", " | is false and `showupperhalf` or `showlowerhalf` is\n", " | false, this splom trace will generate one less x-axis\n", " | and one less y-axis.\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Splom\n", " | \n", " | add_streamtube(self, 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, maxdisplayed=None, name=None, opacity=None, reversescale=None, scene=None, selectedpoints=None, showlegend=None, showscale=None, sizeref=None, starts=None, stream=None, text=None, u=None, uid=None, uirevision=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)\n", " | Add a new Streamtube trace\n", " | \n", " | Use a streamtube trace to visualize flow in a vector field.\n", " | Specify a vector field using 6 1D arrays of equal length, 3\n", " | position arrays `x`, `y` and `z` and 3 vector component arrays\n", " | `u`, `v`, and `w`. By default, the tubes' starting positions\n", " | will be cut from the vector field's x-z plane at its minimum y\n", " | value. To specify your own starting position, use attributes\n", " | `starts.x`, `starts.y` and `starts.z`.\n", " | \n", " | Parameters\n", " | ----------\n", " | autocolorscale\n", " | Determines whether the colorscale is a default palette\n", " | (`autocolorscale: true`) or the palette determined by\n", " | `colorscale`. In case `colorscale` is unspecified or\n", " | `autocolorscale` is true, the default palette will be\n", " | chosen according to whether numbers in the `color`\n", " | array are all positive, all negative or mixed.\n", " | cauto\n", " | Determines whether or not the color domain is computed\n", " | with respect to the input data (here u/v/w norm) or the\n", " | bounds set in `cmin` and `cmax` Defaults to `false`\n", " | when `cmin` and `cmax` are set by the user.\n", " | cmax\n", " | Sets the upper bound of the color domain. Value should\n", " | have the same units as u/v/w norm and if set, `cmin`\n", " | must be set as well.\n", " | cmin\n", " | Sets the lower bound of the color domain. Value should\n", " | have the same units as u/v/w norm and if set, `cmax`\n", " | must be set as well.\n", " | colorbar\n", " | plotly.graph_objs.streamtube.ColorBar instance or dict\n", " | with compatible properties\n", " | colorscale\n", " | Sets the colorscale. The colorscale must be an array\n", " | containing arrays mapping a normalized value to an rgb,\n", " | rgba, hex, hsl, hsv, or named color string. At minimum,\n", " | a mapping for the lowest (0) and highest (1) values are\n", " | required. For example, `[[0, 'rgb(0,0,255)', [1,\n", " | 'rgb(255,0,0)']]`. To control the bounds of the\n", " | colorscale in color space, use`cmin` and `cmax`.\n", " | Alternatively, `colorscale` may be a palette name\n", " | string of the following list: Greys,YlGnBu,Greens,YlOrR\n", " | d,Bluered,RdBu,Reds,Blues,Picnic,Rainbow,Portland,Jet,H\n", " | ot,Blackbody,Earth,Electric,Viridis,Cividis.\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.streamtube.Hoverlabel instance or\n", " | dict with compatible properties\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | lighting\n", " | plotly.graph_objs.streamtube.Lighting instance or dict\n", " | with compatible properties\n", " | lightposition\n", " | plotly.graph_objs.streamtube.Lightposition instance or\n", " | dict with compatible properties\n", " | maxdisplayed\n", " | The maximum number of displayed segments in a\n", " | streamtube.\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the surface.\n", " | reversescale\n", " | Reverses the color mapping if true. If true, `cmin`\n", " | will correspond to the last color in the array and\n", " | `cmax` will correspond to the first color.\n", " | scene\n", " | Sets a reference between this trace's 3D coordinate\n", " | system and a 3D scene. If \"scene\" (the default value),\n", " | the (x,y,z) coordinates refer to `layout.scene`. If\n", " | \"scene2\", the (x,y,z) coordinates refer to\n", " | `layout.scene2`, and so on.\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | showscale\n", " | Determines whether or not a colorbar is displayed for\n", " | this trace.\n", " | sizeref\n", " | The scaling factor for the streamtubes. The default is\n", " | 1, which avoids two max divergence tubes from touching\n", " | at adjacent starting positions.\n", " | starts\n", " | plotly.graph_objs.streamtube.Starts instance or dict\n", " | with compatible properties\n", " | stream\n", " | plotly.graph_objs.streamtube.Stream instance or dict\n", " | with compatible properties\n", " | text\n", " | Sets a text element associated with this trace. If\n", " | trace `hoverinfo` contains a \"text\" flag, this text\n", " | element will be seen in all hover labels. Note that\n", " | streamtube traces do not support array `text` values.\n", " | u\n", " | Sets the x components of the vector field.\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | usrc\n", " | Sets the source reference on plot.ly for u .\n", " | v\n", " | Sets the y components of the vector field.\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | vsrc\n", " | Sets the source reference on plot.ly for v .\n", " | w\n", " | Sets the z components of the vector field.\n", " | wsrc\n", " | Sets the source reference on plot.ly for w .\n", " | x\n", " | Sets the x coordinates of the vector field.\n", " | xsrc\n", " | Sets the source reference on plot.ly for x .\n", " | y\n", " | Sets the y coordinates of the vector field.\n", " | ysrc\n", " | Sets the source reference on plot.ly for y .\n", " | z\n", " | Sets the z coordinates of the vector field.\n", " | zsrc\n", " | Sets the source reference on plot.ly for z .\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Streamtube\n", " | \n", " | 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, uirevision=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)\n", " | Add a new Surface trace\n", " | \n", " | The data the describes the coordinates of the surface is set in\n", " | `z`. Data in `z` should be a 2D list. Coordinates in `x` and\n", " | `y` can either be 1D lists or 2D lists (e.g. to graph\n", " | parametric surfaces). If not provided in `x` and `y`, the x and\n", " | y coordinates are assumed to be linear starting at 0 with a\n", " | unit step. The color scale corresponds to the `z` values by\n", " | default. For custom color scales, use `surfacecolor` which\n", " | should be a 2D list, where its bounds can be controlled using\n", " | `cmin` and `cmax`.\n", " | \n", " | Parameters\n", " | ----------\n", " | autocolorscale\n", " | Determines whether the colorscale is a default palette\n", " | (`autocolorscale: true`) or the palette determined by\n", " | `colorscale`. In case `colorscale` is unspecified or\n", " | `autocolorscale` is true, the default palette will be\n", " | chosen according to whether numbers in the `color`\n", " | array are all positive, all negative or mixed.\n", " | cauto\n", " | Determines whether or not the color domain is computed\n", " | with respect to the input data (here z or surfacecolor)\n", " | or the bounds set in `cmin` and `cmax` Defaults to\n", " | `false` when `cmin` and `cmax` are set by the user.\n", " | cmax\n", " | Sets the upper bound of the color domain. Value should\n", " | have the same units as z or surfacecolor and if set,\n", " | `cmin` must be set as well.\n", " | cmin\n", " | Sets the lower bound of the color domain. Value should\n", " | have the same units as z or surfacecolor and if set,\n", " | `cmax` must be set as well.\n", " | colorbar\n", " | plotly.graph_objs.surface.ColorBar instance or dict\n", " | with compatible properties\n", " | colorscale\n", " | Sets the colorscale. The colorscale must be an array\n", " | containing arrays mapping a normalized value to an rgb,\n", " | rgba, hex, hsl, hsv, or named color string. At minimum,\n", " | a mapping for the lowest (0) and highest (1) values are\n", " | required. For example, `[[0, 'rgb(0,0,255)', [1,\n", " | 'rgb(255,0,0)']]`. To control the bounds of the\n", " | colorscale in color space, use`cmin` and `cmax`.\n", " | Alternatively, `colorscale` may be a palette name\n", " | string of the following list: Greys,YlGnBu,Greens,YlOrR\n", " | d,Bluered,RdBu,Reds,Blues,Picnic,Rainbow,Portland,Jet,H\n", " | ot,Blackbody,Earth,Electric,Viridis,Cividis.\n", " | contours\n", " | plotly.graph_objs.surface.Contours instance or dict\n", " | with compatible properties\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | hidesurface\n", " | Determines whether or not a surface is drawn. For\n", " | example, set `hidesurface` to False `contours.x.show`\n", " | to True and `contours.y.show` to True to draw a wire\n", " | frame plot.\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.surface.Hoverlabel instance or dict\n", " | with compatible properties\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | lighting\n", " | plotly.graph_objs.surface.Lighting instance or dict\n", " | with compatible properties\n", " | lightposition\n", " | plotly.graph_objs.surface.Lightposition instance or\n", " | dict with compatible properties\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the surface.\n", " | reversescale\n", " | Reverses the color mapping if true. If true, `cmin`\n", " | will correspond to the last color in the array and\n", " | `cmax` will correspond to the first color.\n", " | scene\n", " | Sets a reference between this trace's 3D coordinate\n", " | system and a 3D scene. If \"scene\" (the default value),\n", " | the (x,y,z) coordinates refer to `layout.scene`. If\n", " | \"scene2\", the (x,y,z) coordinates refer to\n", " | `layout.scene2`, and so on.\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | showscale\n", " | Determines whether or not a colorbar is displayed for\n", " | this trace.\n", " | stream\n", " | plotly.graph_objs.surface.Stream instance or dict with\n", " | compatible properties\n", " | surfacecolor\n", " | Sets the surface color values, used for setting a color\n", " | scale independent of `z`.\n", " | surfacecolorsrc\n", " | Sets the source reference on plot.ly for surfacecolor\n", " | .\n", " | text\n", " | Sets the text elements associated with each z value. If\n", " | trace `hoverinfo` contains a \"text\" flag and\n", " | \"hovertext\" is not set, these elements will be seen in\n", " | the hover labels.\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | x\n", " | Sets the x coordinates.\n", " | xcalendar\n", " | Sets the calendar system to use with `x` date data.\n", " | xsrc\n", " | Sets the source reference on plot.ly for x .\n", " | y\n", " | Sets the y coordinates.\n", " | ycalendar\n", " | Sets the calendar system to use with `y` date data.\n", " | ysrc\n", " | Sets the source reference on plot.ly for y .\n", " | z\n", " | Sets the z coordinates.\n", " | zcalendar\n", " | Sets the calendar system to use with `z` date data.\n", " | zsrc\n", " | Sets the source reference on plot.ly for z .\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Surface\n", " | \n", " | 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, uirevision=None, visible=None, row=None, col=None, **kwargs)\n", " | Add a new Table trace\n", " | \n", " | Table view for detailed data viewing. The data are arranged in\n", " | a grid of rows and columns. Most styling can be specified for\n", " | columns, rows or individual cells. Table is using a column-\n", " | major order, ie. the grid is represented as a vector of column\n", " | vectors.\n", " | \n", " | Parameters\n", " | ----------\n", " | cells\n", " | plotly.graph_objs.table.Cells instance or dict with\n", " | compatible properties\n", " | columnorder\n", " | Specifies the rendered order of the data columns; for\n", " | example, a value `2` at position `0` means that column\n", " | index `0` in the data will be rendered as the third\n", " | column, as columns have an index base of zero.\n", " | columnordersrc\n", " | Sets the source reference on plot.ly for columnorder .\n", " | columnwidth\n", " | The width of columns expressed as a ratio. Columns fill\n", " | the available width in proportion of their specified\n", " | column widths.\n", " | columnwidthsrc\n", " | Sets the source reference on plot.ly for columnwidth .\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | domain\n", " | plotly.graph_objs.table.Domain instance or dict with\n", " | compatible properties\n", " | header\n", " | plotly.graph_objs.table.Header instance or dict with\n", " | compatible properties\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.table.Hoverlabel instance or dict\n", " | with compatible properties\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover.\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | stream\n", " | plotly.graph_objs.table.Stream instance or dict with\n", " | compatible properties\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Table\n", " | \n", " | 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, uirevision=None, unselected=None, visible=None, width=None, x=None, x0=None, xaxis=None, xsrc=None, y=None, y0=None, yaxis=None, ysrc=None, row=None, col=None, **kwargs)\n", " | Add a new Violin trace\n", " | \n", " | In vertical (horizontal) violin plots, statistics are computed\n", " | using `y` (`x`) values. By supplying an `x` (`y`) array, one\n", " | violin per distinct x (y) value is drawn If no `x` (`y`) list\n", " | is provided, a single violin is drawn. That violin position is\n", " | then positioned with with `name` or with `x0` (`y0`) if\n", " | provided.\n", " | \n", " | Parameters\n", " | ----------\n", " | bandwidth\n", " | Sets the bandwidth used to compute the kernel density\n", " | estimate. By default, the bandwidth is determined by\n", " | Silverman's rule of thumb.\n", " | box\n", " | plotly.graph_objs.violin.Box instance or dict with\n", " | compatible properties\n", " | customdata\n", " | Assigns extra data each datum. This may be useful when\n", " | listening to hover, click and selection events. Note\n", " | that, \"scatter\" traces also appends customdata items in\n", " | the markers DOM elements\n", " | customdatasrc\n", " | Sets the source reference on plot.ly for customdata .\n", " | fillcolor\n", " | Sets the fill color. Defaults to a half-transparent\n", " | variant of the line color, marker color, or marker line\n", " | color, whichever is available.\n", " | hoverinfo\n", " | Determines which trace information appear on hover. If\n", " | `none` or `skip` are set, no information is displayed\n", " | upon hovering. But, if `none` is set, click and hover\n", " | events are still fired.\n", " | hoverinfosrc\n", " | Sets the source reference on plot.ly for hoverinfo .\n", " | hoverlabel\n", " | plotly.graph_objs.violin.Hoverlabel instance or dict\n", " | with compatible properties\n", " | hoveron\n", " | Do the hover effects highlight individual violins or\n", " | sample points or the kernel density estimate or any\n", " | combination of them?\n", " | ids\n", " | Assigns id labels to each datum. These ids for object\n", " | constancy of data points during animation. Should be an\n", " | array of strings, not numbers or any other type.\n", " | idssrc\n", " | Sets the source reference on plot.ly for ids .\n", " | jitter\n", " | Sets the amount of jitter in the sample points drawn.\n", " | If 0, the sample points align along the distribution\n", " | axis. If 1, the sample points are drawn in a random\n", " | jitter of width equal to the width of the violins.\n", " | legendgroup\n", " | Sets the legend group for this trace. Traces part of\n", " | the same legend group hide/show at the same time when\n", " | toggling legend items.\n", " | line\n", " | plotly.graph_objs.violin.Line instance or dict with\n", " | compatible properties\n", " | marker\n", " | plotly.graph_objs.violin.Marker instance or dict with\n", " | compatible properties\n", " | meanline\n", " | plotly.graph_objs.violin.Meanline instance or dict with\n", " | compatible properties\n", " | name\n", " | Sets the trace name. The trace name appear as the\n", " | legend item and on hover. For box traces, the name will\n", " | also be used for the position coordinate, if `x` and\n", " | `x0` (`y` and `y0` if horizontal) are missing and the\n", " | position axis is categorical\n", " | opacity\n", " | Sets the opacity of the trace.\n", " | orientation\n", " | Sets the orientation of the violin(s). If \"v\" (\"h\"),\n", " | the distribution is visualized along the vertical\n", " | (horizontal).\n", " | pointpos\n", " | Sets the position of the sample points in relation to\n", " | the violins. If 0, the sample points are places over\n", " | the center of the violins. Positive (negative) values\n", " | correspond to positions to the right (left) for\n", " | vertical violins and above (below) for horizontal\n", " | violins.\n", " | points\n", " | If \"outliers\", only the sample points lying outside the\n", " | whiskers are shown If \"suspectedoutliers\", the outlier\n", " | points are shown and points either less than 4*Q1-3*Q3\n", " | or greater than 4*Q3-3*Q1 are highlighted (see\n", " | `outliercolor`) If \"all\", all sample points are shown\n", " | If False, only the violins are shown with no sample\n", " | points\n", " | scalegroup\n", " | If there are multiple violins that should be sized\n", " | according to to some metric (see `scalemode`), link\n", " | them by providing a non-empty group id here shared by\n", " | every trace in the same group.\n", " | scalemode\n", " | Sets the metric by which the width of each violin is\n", " | determined.\"width\" means each violin has the same (max)\n", " | width*count* means the violins are scaled by the number\n", " | of sample points makingup each violin.\n", " | selected\n", " | plotly.graph_objs.violin.Selected instance or dict with\n", " | compatible properties\n", " | selectedpoints\n", " | Array containing integer indices of selected points.\n", " | Has an effect only for traces that support selections.\n", " | Note that an empty array means an empty selection where\n", " | the `unselected` are turned on for all points, whereas,\n", " | any other non-array values means no selection all where\n", " | the `selected` and `unselected` styles have no effect.\n", " | showlegend\n", " | Determines whether or not an item corresponding to this\n", " | trace is shown in the legend.\n", " | side\n", " | Determines on which side of the position value the\n", " | density function making up one half of a violin is\n", " | plotted. Useful when comparing two violin traces under\n", " | \"overlay\" mode, where one trace has `side` set to\n", " | \"positive\" and the other to \"negative\".\n", " | span\n", " | Sets the span in data space for which the density\n", " | function will be computed. Has an effect only when\n", " | `spanmode` is set to \"manual\".\n", " | spanmode\n", " | Sets the method by which the span in data space where\n", " | the density function will be computed. \"soft\" means the\n", " | span goes from the sample's minimum value minus two\n", " | bandwidths to the sample's maximum value plus two\n", " | bandwidths. \"hard\" means the span goes from the\n", " | sample's minimum to its maximum value. For custom span\n", " | settings, use mode \"manual\" and fill in the `span`\n", " | attribute.\n", " | stream\n", " | plotly.graph_objs.violin.Stream instance or dict with\n", " | compatible properties\n", " | text\n", " | Sets the text elements associated with each sample\n", " | value. If a single string, the same string appears over\n", " | all the data points. If an array of string, the items\n", " | are mapped in order to the this trace's (x,y)\n", " | coordinates. To be seen, trace `hoverinfo` must contain\n", " | a \"text\" flag.\n", " | textsrc\n", " | Sets the source reference on plot.ly for text .\n", " | uid\n", " | Assign an id to this trace, Use this to provide object\n", " | constancy between traces during animations and\n", " | transitions.\n", " | uirevision\n", " | Controls persistence of some user-driven changes to the\n", " | trace: `constraintrange` in `parcoords` traces, as well\n", " | as some `editable: true` modifications such as `name`\n", " | and `colorbar.title`. Defaults to `layout.uirevision`.\n", " | Note that other user-driven trace attribute changes are\n", " | controlled by `layout` attributes: `trace.visible` is\n", " | controlled by `layout.legend.uirevision`,\n", " | `selectedpoints` is controlled by\n", " | `layout.selectionrevision`, and `colorbar.(x|y)`\n", " | (accessible with `config: {editable: true}`) is\n", " | controlled by `layout.editrevision`. Trace changes are\n", " | tracked by `uid`, which only falls back on trace index\n", " | if no `uid` is provided. So if your app can add/remove\n", " | traces before the end of the `data` array, such that\n", " | the same trace has a different index, you can still\n", " | preserve user-driven changes if you give each trace a\n", " | `uid` that stays with it as it moves.\n", " | unselected\n", " | plotly.graph_objs.violin.Unselected instance or dict\n", " | with compatible properties\n", " | visible\n", " | Determines whether or not this trace is visible. If\n", " | \"legendonly\", the trace is not drawn, but can appear as\n", " | a legend item (provided that the legend itself is\n", " | visible).\n", " | width\n", " | Sets the width of the violin in data coordinates. If 0\n", " | (default value) the width is automatically selected\n", " | based on the positions of other violin traces in the\n", " | same subplot.\n", " | x\n", " | Sets the x sample data or coordinates. See overview for\n", " | more info.\n", " | x0\n", " | Sets the x coordinate of the box. See overview for more\n", " | info.\n", " | xaxis\n", " | Sets a reference between this trace's x coordinates and\n", " | a 2D cartesian x axis. If \"x\" (the default value), the\n", " | x coordinates refer to `layout.xaxis`. If \"x2\", the x\n", " | coordinates refer to `layout.xaxis2`, and so on.\n", " | xsrc\n", " | Sets the source reference on plot.ly for x .\n", " | y\n", " | Sets the y sample data or coordinates. See overview for\n", " | more info.\n", " | y0\n", " | Sets the y coordinate of the box. See overview for more\n", " | info.\n", " | yaxis\n", " | Sets a reference between this trace's y coordinates and\n", " | a 2D cartesian y axis. If \"y\" (the default value), the\n", " | y coordinates refer to `layout.yaxis`. If \"y2\", the y\n", " | coordinates refer to `layout.yaxis2`, and so on.\n", " | ysrc\n", " | Sets the source reference on plot.ly for y .\n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | Violin\n", " | \n", " | ----------------------------------------------------------------------\n", " | Methods inherited from plotly.basewidget.BaseFigureWidget:\n", " | \n", " | on_edits_completed(self, fn)\n", " | Register a function to be called after all pending trace and layout\n", " | edit operations have completed\n", " | \n", " | If there are no pending edit operations then function is called\n", " | immediately\n", " | \n", " | Parameters\n", " | ----------\n", " | fn : callable\n", " | Function of zero arguments to be called when all pending edit\n", " | operations have completed\n", " | \n", " | ----------------------------------------------------------------------\n", " | Data descriptors inherited from plotly.basewidget.BaseFigureWidget:\n", " | \n", " | frames\n", " | The `frames` property is a tuple of the figure's frame objects\n", " | \n", " | Returns\n", " | -------\n", " | tuple[plotly.graph_objs.Frame]\n", " | \n", " | ----------------------------------------------------------------------\n", " | Methods inherited from plotly.basedatatypes.BaseFigure:\n", " | \n", " | __contains__(self, prop)\n", " | \n", " | __eq__(self, other)\n", " | Return self==value.\n", " | \n", " | __getitem__(self, prop)\n", " | \n", " | __iter__(self)\n", " | \n", " | __reduce__(self)\n", " | Custom implementation of reduce is used to support deep copying\n", " | and pickling\n", " | \n", " | __repr__(self)\n", " | Customize Figure representation when displayed in the\n", " | terminal/notebook\n", " | \n", " | __setattr__(self, prop, value)\n", " | Parameters\n", " | ----------\n", " | prop : str\n", " | The name of a direct child of this object\n", " | value\n", " | New property value\n", " | Returns\n", " | -------\n", " | None\n", " | \n", " | __setitem__(self, prop, value)\n", " | \n", " | add_trace(self, trace, row=None, col=None)\n", " | Add a trace to the figure\n", " | \n", " | Parameters\n", " | ----------\n", " | trace : BaseTraceType or dict\n", " | Either:\n", " | - An instances of a trace classe from the plotly.graph_objs\n", " | package (e.g plotly.graph_objs.Scatter, plotly.graph_objs.Bar)\n", " | - or a dicts where:\n", " | \n", " | - The 'type' property specifies the trace type (e.g.\n", " | 'scatter', 'bar', 'area', etc.). If the dict has no 'type'\n", " | property then 'scatter' is assumed.\n", " | - All remaining properties are passed to the constructor\n", " | of the specified trace type.\n", " | \n", " | row : int or None (default)\n", " | Subplot row index (starting from 1) for the trace to be added.\n", " | Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | col : int or None (default)\n", " | Subplot col index (starting from 1) for the trace to be added.\n", " | Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | BaseTraceType\n", " | The newly added trace\n", " | \n", " | Examples\n", " | --------\n", " | >>> from plotly import tools\n", " | >>> import plotly.graph_objs as go\n", " | \n", " | Add two Scatter traces to a figure\n", " | >>> fig = go.Figure()\n", " | >>> fig.add_trace(go.Scatter(x=[1,2,3], y=[2,1,2]))\n", " | >>> fig.add_trace(go.Scatter(x=[1,2,3], y=[2,1,2]))\n", " | \n", " | \n", " | Add two Scatter traces to vertically stacked subplots\n", " | >>> fig = tools.make_subplots(rows=2)\n", " | This is the format of your plot grid:\n", " | [ (1,1) x1,y1 ]\n", " | [ (2,1) x2,y2 ]\n", " | \n", " | >>> fig.add_trace(go.Scatter(x=[1,2,3], y=[2,1,2]), row=1, col=1)\n", " | >>> fig.add_trace(go.Scatter(x=[1,2,3], y=[2,1,2]), row=2, col=1)\n", " | \n", " | add_traces(self, data, rows=None, cols=None)\n", " | Add traces to the figure\n", " | \n", " | Parameters\n", " | ----------\n", " | data : list[BaseTraceType or dict]\n", " | A list of trace specifications to be added.\n", " | Trace specifications may be either:\n", " | \n", " | - Instances of trace classes from the plotly.graph_objs\n", " | package (e.g plotly.graph_objs.Scatter, plotly.graph_objs.Bar)\n", " | - Dicts where:\n", " | \n", " | - The 'type' property specifies the trace type (e.g.\n", " | 'scatter', 'bar', 'area', etc.). If the dict has no 'type'\n", " | property then 'scatter' is assumed.\n", " | - All remaining properties are passed to the constructor\n", " | of the specified trace type.\n", " | \n", " | rows : None or list[int] (default None)\n", " | List of subplot row indexes (starting from 1) for the traces to be\n", " | added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | cols : None or list[int] (default None)\n", " | List of subplot column indexes (starting from 1) for the traces\n", " | to be added. Only valid if figure was created using\n", " | `plotly.tools.make_subplots`\n", " | \n", " | Returns\n", " | -------\n", " | tuple[BaseTraceType]\n", " | Tuple of the newly added traces\n", " | \n", " | Examples\n", " | --------\n", " | >>> from plotly import tools\n", " | >>> import plotly.graph_objs as go\n", " | \n", " | Add two Scatter traces to a figure\n", " | >>> fig = go.Figure()\n", " | >>> fig.add_traces([go.Scatter(x=[1,2,3], y=[2,1,2]),\n", " | ... go.Scatter(x=[1,2,3], y=[2,1,2])])\n", " | \n", " | Add two Scatter traces to vertically stacked subplots\n", " | >>> fig = tools.make_subplots(rows=2)\n", " | This is the format of your plot grid:\n", " | [ (1,1) x1,y1 ]\n", " | [ (2,1) x2,y2 ]\n", " | \n", " | >>> fig.add_traces([go.Scatter(x=[1,2,3], y=[2,1,2]),\n", " | ... go.Scatter(x=[1,2,3], y=[2,1,2])],\n", " | ... rows=[1, 2], cols=[1, 1])\n", " | \n", " | append_trace(self, trace, row, col)\n", " | Add a trace to the figure bound to axes at the specified row,\n", " | col index.\n", " | \n", " | A row, col index grid is generated for figures created with\n", " | plotly.tools.make_subplots, and can be viewed with the `print_grid`\n", " | method\n", " | \n", " | Parameters\n", " | ----------\n", " | trace\n", " | The data trace to be bound\n", " | row: int\n", " | Subplot row index (see Figure.print_grid)\n", " | col: int\n", " | Subplot column index (see Figure.print_grid)\n", " | \n", " | Examples\n", " | --------\n", " | >>> from plotly import tools\n", " | >>> import plotly.graph_objs as go\n", " | # stack two subplots vertically\n", " | >>> fig = tools.make_subplots(rows=2)\n", " | This is the format of your plot grid:\n", " | [ (1,1) x1,y1 ]\n", " | [ (2,1) x2,y2 ]\n", " | \n", " | >>> fig.append_trace(go.Scatter(x=[1,2,3], y=[2,1,2]), row=1, col=1)\n", " | >>> fig.append_trace(go.Scatter(x=[1,2,3], y=[2,1,2]), row=2, col=1)\n", " | \n", " | batch_animate(self, duration=500, easing='cubic-in-out')\n", " | Context manager to animate trace / layout updates\n", " | \n", " | Parameters\n", " | ----------\n", " | duration : number\n", " | The duration of the transition, in milliseconds.\n", " | If equal to zero, updates are synchronous.\n", " | easing : string\n", " | The easing function used for the transition.\n", " | One of:\n", " | - linear\n", " | - quad\n", " | - cubic\n", " | - sin\n", " | - exp\n", " | - circle\n", " | - elastic\n", " | - back\n", " | - bounce\n", " | - linear-in\n", " | - quad-in\n", " | - cubic-in\n", " | - sin-in\n", " | - exp-in\n", " | - circle-in\n", " | - elastic-in\n", " | - back-in\n", " | - bounce-in\n", " | - linear-out\n", " | - quad-out\n", " | - cubic-out\n", " | - sin-out\n", " | - exp-out\n", " | - circle-out\n", " | - elastic-out\n", " | - back-out\n", " | - bounce-out\n", " | - linear-in-out\n", " | - quad-in-out\n", " | - cubic-in-out\n", " | - sin-in-out\n", " | - exp-in-out\n", " | - circle-in-out\n", " | - elastic-in-out\n", " | - back-in-out\n", " | - bounce-in-out\n", " | \n", " | Examples\n", " | --------\n", " | Suppose we have a figure widget, `fig`, with a single trace.\n", " | \n", " | >>> import plotly.graph_objs as go\n", " | >>> fig = go.FigureWidget(data=[{'y': [3, 4, 2]}])\n", " | \n", " | 1) Animate a change in the xaxis and yaxis ranges using default\n", " | duration and easing parameters.\n", " | \n", " | >>> with fig.batch_animate():\n", " | ... fig.layout.xaxis.range = [0, 5]\n", " | ... fig.layout.yaxis.range = [0, 10]\n", " | \n", " | 2) Animate a change in the size and color of the trace's markers\n", " | over 2 seconds using the elastic-in-out easing method\n", " | >>> with fig.batch_update(duration=2000, easing='elastic-in-out'):\n", " | ... fig.data[0].marker.color = 'green'\n", " | ... fig.data[0].marker.size = 20\n", " | \n", " | batch_update(self)\n", " | A context manager that batches up trace and layout assignment\n", " | operations into a singe plotly_update message that is executed when\n", " | the context exits.\n", " | \n", " | Examples\n", " | --------\n", " | For example, suppose we have a figure widget, `fig`, with a single\n", " | trace.\n", " | >>> import plotly.graph_objs as go\n", " | >>> fig = go.FigureWidget(data=[{'y': [3, 4, 2]}])\n", " | \n", " | If we want to update the xaxis range, the yaxis range, and the\n", " | marker color, we could do so using a series of three property\n", " | assignments as follows:\n", " | \n", " | >>> fig.layout.xaxis.range = [0, 5]\n", " | >>> fig.layout.yaxis.range = [0, 10]\n", " | >>> fig.data[0].marker.color = 'green'\n", " | \n", " | This will work, however it will result in three messages being\n", " | sent to the front end (two relayout messages for the axis range\n", " | updates followed by one restyle message for the marker color\n", " | update). This can cause the plot to appear to stutter as the\n", " | three updates are applied incrementally.\n", " | \n", " | We can avoid this problem by performing these three assignments in a\n", " | `batch_update` context as follows:\n", " | \n", " | >>> with fig.batch_update():\n", " | ... fig.layout.xaxis.range = [0, 5]\n", " | ... fig.layout.yaxis.range = [0, 10]\n", " | ... fig.data[0].marker.color = 'green'\n", " | \n", " | Now, these three property updates will be sent to the frontend in a\n", " | single update message, and they will be applied by the front end\n", " | simultaneously.\n", " | \n", " | plotly_relayout(self, relayout_data, **kwargs)\n", " | Perform a Plotly relayout operation on the figure's layout\n", " | \n", " | Parameters\n", " | ----------\n", " | relayout_data : dict\n", " | Dict of layout updates\n", " | \n", " | dict keys are strings that specify the properties to be updated.\n", " | Nested properties are expressed by joining successive keys on\n", " | '.' characters (e.g. 'xaxis.range')\n", " | \n", " | dict values are the values to use to update the layout.\n", " | \n", " | Returns\n", " | -------\n", " | None\n", " | \n", " | plotly_restyle(self, restyle_data, trace_indexes=None, **kwargs)\n", " | Perform a Plotly restyle operation on the figure's traces\n", " | \n", " | Parameters\n", " | ----------\n", " | restyle_data : dict\n", " | Dict of trace style updates.\n", " | \n", " | Keys are strings that specify the properties to be updated.\n", " | Nested properties are expressed by joining successive keys on\n", " | '.' characters (e.g. 'marker.color').\n", " | \n", " | Values may be scalars or lists. When values are scalars,\n", " | that scalar value is applied to all traces specified by the\n", " | `trace_indexes` parameter. When values are lists,\n", " | the restyle operation will cycle through the elements\n", " | of the list as it cycles through the traces specified by the\n", " | `trace_indexes` parameter.\n", " | \n", " | Caution: To use plotly_restyle to update a list property (e.g.\n", " | the `x` property of the scatter trace), the property value\n", " | should be a scalar list containing the list to update with. For\n", " | example, the following command would be used to update the 'x'\n", " | property of the first trace to the list [1, 2, 3]\n", " | \n", " | >>> fig.plotly_restyle({'x': [[1, 2, 3]]}, 0)\n", " | \n", " | trace_indexes : int or list of int\n", " | Trace index, or list of trace indexes, that the restyle operation\n", " | applies to. Defaults to all trace indexes.\n", " | \n", " | Returns\n", " | -------\n", " | None\n", " | \n", " | plotly_update(self, restyle_data=None, relayout_data=None, trace_indexes=None, **kwargs)\n", " | Perform a Plotly update operation on the figure.\n", " | \n", " | Note: This operation both mutates and returns the figure\n", " | \n", " | Parameters\n", " | ----------\n", " | restyle_data : dict\n", " | Traces update specification. See the docstring for the\n", " | `plotly_restyle` method for details\n", " | relayout_data : dict\n", " | Layout update specification. See the docstring for the\n", " | `plotly_relayout` method for details\n", " | trace_indexes :\n", " | Trace index, or list of trace indexes, that the update operation\n", " | applies to. Defaults to all trace indexes.\n", " | \n", " | Returns\n", " | -------\n", " | BaseFigure\n", " | None\n", " | \n", " | print_grid(self)\n", " | Print a visual layout of the figure's axes arrangement.\n", " | This is only valid for figures that are created\n", " | with plotly.tools.make_subplots.\n", " | \n", " | to_dict(self)\n", " | Convert figure to a dictionary\n", " | \n", " | Note: the dictionary includes the properties explicitly set by the\n", " | user, it does not include default values of unspecified properties\n", " | \n", " | Returns\n", " | -------\n", " | dict\n", " | \n", " | to_ordered_dict(self, skip_uid=True)\n", " | \n", " | to_plotly_json(self)\n", " | Convert figure to a JSON representation as a Python dict\n", " | \n", " | Returns\n", " | -------\n", " | dict\n", " | \n", " | update(self, dict1=None, **kwargs)\n", " | Update the properties of the figure with a dict and/or with\n", " | keyword arguments.\n", " | \n", " | This recursively updates the structure of the figure\n", " | object with the values in the input dict / keyword arguments.\n", " | \n", " | Parameters\n", " | ----------\n", " | dict1 : dict\n", " | Dictionary of properties to be updated\n", " | kwargs :\n", " | Keyword/value pair of properties to be updated\n", " | \n", " | Examples\n", " | --------\n", " | >>> import plotly.graph_objs as go\n", " | >>> fig = go.Figure(data=[{'y': [1, 2, 3]}])\n", " | >>> fig.update(data=[{'y': [4, 5, 6]}])\n", " | >>> fig.to_plotly_json()\n", " | {'data': [{'type': 'scatter',\n", " | 'uid': 'e86a7c7a-346a-11e8-8aa8-a0999b0c017b',\n", " | 'y': array([4, 5, 6], dtype=int32)}],\n", " | 'layout': {}}\n", " | \n", " | >>> fig = go.Figure(layout={'xaxis':\n", " | ... {'color': 'green',\n", " | ... 'range': [0, 1]}})\n", " | >>> fig.update({'layout': {'xaxis': {'color': 'pink'}}})\n", " | >>> fig.to_plotly_json()\n", " | {'data': [],\n", " | 'layout': {'xaxis':\n", " | {'color': 'pink',\n", " | 'range': [0, 1]}}}\n", " | \n", " | Returns\n", " | -------\n", " | BaseFigure\n", " | Updated figure\n", " | \n", " | ----------------------------------------------------------------------\n", " | Data descriptors inherited from plotly.basedatatypes.BaseFigure:\n", " | \n", " | __dict__\n", " | dictionary for instance variables (if defined)\n", " | \n", " | __weakref__\n", " | list of weak references to the object (if defined)\n", " | \n", " | data\n", " | The `data` property is a tuple of the figure's trace objects\n", " | \n", " | Returns\n", " | -------\n", " | tuple[BaseTraceType]\n", " | \n", " | layout\n", " | The `layout` property of the figure\n", " | \n", " | Returns\n", " | -------\n", " | plotly.graph_objs.Layout\n", " | \n", " | ----------------------------------------------------------------------\n", " | Data and other attributes inherited from plotly.basedatatypes.BaseFigure:\n", " | \n", " | __hash__ = None\n", " | \n", " | ----------------------------------------------------------------------\n", " | Methods inherited from ipywidgets.widgets.domwidget.DOMWidget:\n", " | \n", " | add_class(self, className)\n", " | Adds a class to the top level element of the widget.\n", " | \n", " | Doesn't add the class if it already exists.\n", " | \n", " | remove_class(self, className)\n", " | Removes a class from the top level element of the widget.\n", " | \n", " | Doesn't remove the class if it doesn't exist.\n", " | \n", " | ----------------------------------------------------------------------\n", " | Methods inherited from ipywidgets.widgets.widget.Widget:\n", " | \n", " | __del__(self)\n", " | Object disposal\n", " | \n", " | add_traits(self, **traits)\n", " | Dynamically add trait attributes to the Widget.\n", " | \n", " | close(self)\n", " | Close method.\n", " | \n", " | Closes the underlying comm.\n", " | When the comm is closed, all of the widget views are automatically\n", " | removed from the front-end.\n", " | \n", " | get_state(self, key=None, drop_defaults=False)\n", " | Gets the widget state, or a piece of it.\n", " | \n", " | Parameters\n", " | ----------\n", " | key : unicode or iterable (optional)\n", " | A single property's name or iterable of property names to get.\n", " | \n", " | Returns\n", " | -------\n", " | state : dict of states\n", " | metadata : dict\n", " | metadata for each field: {key: metadata}\n", " | \n", " | get_view_spec(self)\n", " | \n", " | hold_sync(self)\n", " | Hold syncing any state until the outermost context manager exits\n", " | \n", " | notify_change(self, change)\n", " | Called when a property has changed.\n", " | \n", " | on_displayed(self, callback, remove=False)\n", " | (Un)Register a widget displayed callback.\n", " | \n", " | Parameters\n", " | ----------\n", " | callback: method handler\n", " | Must have a signature of::\n", " | \n", " | callback(widget, **kwargs)\n", " | \n", " | kwargs from display are passed through without modification.\n", " | remove: bool\n", " | True if the callback should be unregistered.\n", " | \n", " | on_msg(self, callback, remove=False)\n", " | (Un)Register a custom msg receive callback.\n", " | \n", " | Parameters\n", " | ----------\n", " | callback: callable\n", " | callback will be passed three arguments when a message arrives::\n", " | \n", " | callback(widget, content, buffers)\n", " | \n", " | remove: bool\n", " | True if the callback should be unregistered.\n", " | \n", " | open(self)\n", " | Open a comm to the frontend if one isn't already open.\n", " | \n", " | send(self, content, buffers=None)\n", " | Sends a custom msg to the widget model in the front-end.\n", " | \n", " | Parameters\n", " | ----------\n", " | content : dict\n", " | Content of the message to send.\n", " | buffers : list of binary buffers\n", " | Binary buffers to send with message\n", " | \n", " | send_state(self, key=None)\n", " | Sends the widget state, or a piece of it, to the front-end, if it exists.\n", " | \n", " | Parameters\n", " | ----------\n", " | key : unicode, or iterable (optional)\n", " | A single property's name or iterable of property names to sync with the front-end.\n", " | \n", " | set_state(self, sync_data)\n", " | Called when a state is received from the front-end.\n", " | \n", " | ----------------------------------------------------------------------\n", " | Class methods inherited from ipywidgets.widgets.widget.Widget:\n", " | \n", " | close_all() from traitlets.traitlets.MetaHasTraits\n", " | \n", " | ----------------------------------------------------------------------\n", " | Static methods inherited from ipywidgets.widgets.widget.Widget:\n", " | \n", " | get_manager_state(drop_defaults=False, widgets=None)\n", " | Returns the full state for a widget manager for embedding\n", " | \n", " | :param drop_defaults: when True, it will not include default value\n", " | :param widgets: list with widgets to include in the state (or all widgets when None)\n", " | :return:\n", " | \n", " | handle_comm_opened(comm, msg)\n", " | Static method, called when a widget is constructed.\n", " | \n", " | on_widget_constructed(callback)\n", " | Registers a callback to be called when a widget is constructed.\n", " | \n", " | The callback must have the following signature:\n", " | callback(widget)\n", " | \n", " | ----------------------------------------------------------------------\n", " | Data descriptors inherited from ipywidgets.widgets.widget.Widget:\n", " | \n", " | comm\n", " | A trait whose value must be an instance of a specified class.\n", " | \n", " | The value can also be an instance of a subclass of the specified class.\n", " | \n", " | Subclasses can declare default classes by overriding the klass attribute\n", " | \n", " | keys\n", " | An instance of a Python list.\n", " | \n", " | model_id\n", " | Gets the model id of this widget.\n", " | \n", " | If a Comm doesn't exist yet, a Comm will be created automagically.\n", " | \n", " | ----------------------------------------------------------------------\n", " | Data and other attributes inherited from ipywidgets.widgets.widget.Widget:\n", " | \n", " | widget_types = \n", " | \n", " | widgets = {'075380457d1b4a6cb66ab0515c5dffbe': Layout(), '0d5449b7b94b...\n", " | \n", " | ----------------------------------------------------------------------\n", " | Data descriptors inherited from ipywidgets.widgets.widget.LoggingHasTraits:\n", " | \n", " | log\n", " | A trait whose value must be an instance of a specified class.\n", " | \n", " | The value can also be an instance of a subclass of the specified class.\n", " | \n", " | Subclasses can declare default classes by overriding the klass attribute\n", " | \n", " | ----------------------------------------------------------------------\n", " | Methods inherited from traitlets.traitlets.HasTraits:\n", " | \n", " | __getstate__(self)\n", " | \n", " | __setstate__(self, state)\n", " | \n", " | has_trait(self, name)\n", " | Returns True if the object has a trait with the specified name.\n", " | \n", " | hold_trait_notifications(self)\n", " | Context manager for bundling trait change notifications and cross\n", " | validation.\n", " | \n", " | Use this when doing multiple trait assignments (init, config), to avoid\n", " | race conditions in trait notifiers requesting other trait values.\n", " | All trait notifications will fire after all values have been assigned.\n", " | \n", " | observe(self, handler, names=traitlets.All, type='change')\n", " | Setup a handler to be called when a trait changes.\n", " | \n", " | This is used to setup dynamic notifications of trait changes.\n", " | \n", " | Parameters\n", " | ----------\n", " | handler : callable\n", " | A callable that is called when a trait changes. Its\n", " | signature should be ``handler(change)``, where ``change`` is a\n", " | dictionary. The change dictionary at least holds a 'type' key.\n", " | * ``type``: the type of notification.\n", " | Other keys may be passed depending on the value of 'type'. In the\n", " | case where type is 'change', we also have the following keys:\n", " | * ``owner`` : the HasTraits instance\n", " | * ``old`` : the old value of the modified trait attribute\n", " | * ``new`` : the new value of the modified trait attribute\n", " | * ``name`` : the name of the modified trait attribute.\n", " | names : list, str, All\n", " | If names is All, the handler will apply to all traits. If a list\n", " | of str, handler will apply to all names in the list. If a\n", " | str, the handler will apply just to that name.\n", " | type : str, All (default: 'change')\n", " | The type of notification to filter by. If equal to All, then all\n", " | notifications are passed to the observe handler.\n", " | \n", " | on_trait_change(self, handler=None, name=None, remove=False)\n", " | DEPRECATED: Setup a handler to be called when a trait changes.\n", " | \n", " | This is used to setup dynamic notifications of trait changes.\n", " | \n", " | Static handlers can be created by creating methods on a HasTraits\n", " | subclass with the naming convention '_[traitname]_changed'. Thus,\n", " | to create static handler for the trait 'a', create the method\n", " | _a_changed(self, name, old, new) (fewer arguments can be used, see\n", " | below).\n", " | \n", " | If `remove` is True and `handler` is not specified, all change\n", " | handlers for the specified name are uninstalled.\n", " | \n", " | Parameters\n", " | ----------\n", " | handler : callable, None\n", " | A callable that is called when a trait changes. Its\n", " | signature can be handler(), handler(name), handler(name, new),\n", " | handler(name, old, new), or handler(name, old, new, self).\n", " | name : list, str, None\n", " | If None, the handler will apply to all traits. If a list\n", " | of str, handler will apply to all names in the list. If a\n", " | str, the handler will apply just to that name.\n", " | remove : bool\n", " | If False (the default), then install the handler. If True\n", " | then unintall it.\n", " | \n", " | set_trait(self, name, value)\n", " | Forcibly sets trait attribute, including read-only attributes.\n", " | \n", " | setup_instance(self, *args, **kwargs)\n", " | This is called **before** self.__init__ is called.\n", " | \n", " | trait_metadata(self, traitname, key, default=None)\n", " | Get metadata values for trait by key.\n", " | \n", " | trait_names(self, **metadata)\n", " | Get a list of all the names of this class' traits.\n", " | \n", " | traits(self, **metadata)\n", " | Get a ``dict`` of all the traits of this class. The dictionary\n", " | is keyed on the name and the values are the TraitType objects.\n", " | \n", " | The TraitTypes returned don't know anything about the values\n", " | that the various HasTrait's instances are holding.\n", " | \n", " | The metadata kwargs allow functions to be passed in which\n", " | filter traits based on metadata values. The functions should\n", " | take a single value as an argument and return a boolean. If\n", " | any function returns False, then the trait is not included in\n", " | the output. If a metadata key doesn't exist, None will be passed\n", " | to the function.\n", " | \n", " | unobserve(self, handler, names=traitlets.All, type='change')\n", " | Remove a trait change handler.\n", " | \n", " | This is used to unregister handlers to trait change notifications.\n", " | \n", " | Parameters\n", " | ----------\n", " | handler : callable\n", " | The callable called when a trait attribute changes.\n", " | names : list, str, All (default: All)\n", " | The names of the traits for which the specified handler should be\n", " | uninstalled. If names is All, the specified handler is uninstalled\n", " | from the list of notifiers corresponding to all changes.\n", " | type : str or All (default: 'change')\n", " | The type of notification to filter by. If All, the specified handler\n", " | is uninstalled from the list of notifiers corresponding to all types.\n", " | \n", " | unobserve_all(self, name=traitlets.All)\n", " | Remove trait change handlers of any type for the specified name.\n", " | If name is not specified, removes all trait notifiers.\n", " | \n", " | ----------------------------------------------------------------------\n", " | Class methods inherited from traitlets.traitlets.HasTraits:\n", " | \n", " | class_own_trait_events(name) from traitlets.traitlets.MetaHasTraits\n", " | Get a dict of all event handlers defined on this class, not a parent.\n", " | \n", " | Works like ``event_handlers``, except for excluding traits from parents.\n", " | \n", " | class_own_traits(**metadata) from traitlets.traitlets.MetaHasTraits\n", " | Get a dict of all the traitlets defined on this class, not a parent.\n", " | \n", " | Works like `class_traits`, except for excluding traits from parents.\n", " | \n", " | class_trait_names(**metadata) from traitlets.traitlets.MetaHasTraits\n", " | Get a list of all the names of this class' traits.\n", " | \n", " | This method is just like the :meth:`trait_names` method,\n", " | but is unbound.\n", " | \n", " | class_traits(**metadata) from traitlets.traitlets.MetaHasTraits\n", " | Get a ``dict`` of all the traits of this class. The dictionary\n", " | is keyed on the name and the values are the TraitType objects.\n", " | \n", " | This method is just like the :meth:`traits` method, but is unbound.\n", " | \n", " | The TraitTypes returned don't know anything about the values\n", " | that the various HasTrait's instances are holding.\n", " | \n", " | The metadata kwargs allow functions to be passed in which\n", " | filter traits based on metadata values. The functions should\n", " | take a single value as an argument and return a boolean. If\n", " | any function returns False, then the trait is not included in\n", " | the output. If a metadata key doesn't exist, None will be passed\n", " | to the function.\n", " | \n", " | trait_events(name=None) from traitlets.traitlets.MetaHasTraits\n", " | Get a ``dict`` of all the event handlers of this class.\n", " | \n", " | Parameters\n", " | ----------\n", " | name: str (default: None)\n", " | The name of a trait of this class. If name is ``None`` then all\n", " | the event handlers of this class will be returned instead.\n", " | \n", " | Returns\n", " | -------\n", " | The event handlers associated with a trait name, or all event handlers.\n", " | \n", " | ----------------------------------------------------------------------\n", " | Data descriptors inherited from traitlets.traitlets.HasTraits:\n", " | \n", " | cross_validation_lock\n", " | A contextmanager for running a block with our cross validation lock set\n", " | to True.\n", " | \n", " | At the end of the block, the lock's value is restored to its value\n", " | prior to entering the block.\n", " | \n", " | ----------------------------------------------------------------------\n", " | Static methods inherited from traitlets.traitlets.HasDescriptors:\n", " | \n", " | __new__(cls, *args, **kwargs)\n", " | Create and return a new object. See help(type) for accurate signature.\n", "\n" ] } ], "source": [ "help(go.FigureWidget)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Collecting git+https://github.com/plotly/publisher.git\n", " Cloning https://github.com/plotly/publisher.git to c:\\users\\priyat~1\\appdata\\local\\temp\\pip-req-build-x22u5hdq\n", "Building wheels for collected packages: publisher\n", " Running setup.py bdist_wheel for publisher: started\n", " Running setup.py bdist_wheel for publisher: finished with status 'done'\n", " Stored in directory: C:\\Users\\PRIYAT~1\\AppData\\Local\\Temp\\pip-ephem-wheel-cache-_fe6341n\\wheels\\99\\3e\\a0\\fbd22ba24cca72bdbaba53dbc23c1768755fb17b3af0f33966\n", "Successfully built publisher\n", "Installing collected packages: publisher\n", " Found existing installation: publisher 0.13\n", " Uninstalling publisher-0.13:\n", " Successfully uninstalled publisher-0.13\n", "Successfully installed publisher-0.13\n" ] } ], "source": [ "from IPython.display import display, HTML\n", "\n", "display(HTML(''))\n", "display(HTML(''))\n", "\n", "!pip install git+https://github.com/plotly/publisher.git --upgrade\n", "\n", "import publisher\n", "publisher.publish(\n", " 'figurewidget_app.ipynb', 'python/figurewidget-app/', 'IPython FigureWidget',\n", " 'Interactive Data Analysis with Plotly',\n", " title='Interactive Data Analysis with FigureWidget ipywidgets',\n", " name='Interactive Data Analysis with FigureWidget ipywidgets',\n", " has_thumbnail='true', thumbnail='thumbnail/multi-widget.jpg',\n", " language='python', page_type='example_index',\n", " display_as='chart_events', order=23,\n", " ipynb='~notebook_demo/231')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.1" } }, "nbformat": 4, "nbformat_minor": 1 }