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<title>plotly.graph_objects.Choropleth — 4.6.0 documentation</title>
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<div class="section" id="plotly-graph-objs-choropleth">
<h1><a class="reference internal" href="plotly.graph_objects.html#module-plotly.graph_objects" title="plotly.graph_objects"><code class="xref py py-mod docutils literal notranslate"><span class="pre">plotly.graph_objects</span></code></a>.Choropleth<a class="headerlink" href="#plotly-graph-objs-choropleth" title="Permalink to this headline">¶</a></h1>
<dl class="class">
<dt id="plotly.graph_objects.Choropleth">
<em class="property">class </em><code class="sig-prename descclassname">plotly.graph_objects.</code><code class="sig-name descname">Choropleth</code><span class="sig-paren">(</span><em class="sig-param">arg=None</em>, <em class="sig-param">autocolorscale=None</em>, <em class="sig-param">coloraxis=None</em>, <em class="sig-param">colorbar=None</em>, <em class="sig-param">colorscale=None</em>, <em class="sig-param">customdata=None</em>, <em class="sig-param">customdatasrc=None</em>, <em class="sig-param">featureidkey=None</em>, <em class="sig-param">geo=None</em>, <em class="sig-param">geojson=None</em>, <em class="sig-param">hoverinfo=None</em>, <em class="sig-param">hoverinfosrc=None</em>, <em class="sig-param">hoverlabel=None</em>, <em class="sig-param">hovertemplate=None</em>, <em class="sig-param">hovertemplatesrc=None</em>, <em class="sig-param">hovertext=None</em>, <em class="sig-param">hovertextsrc=None</em>, <em class="sig-param">ids=None</em>, <em class="sig-param">idssrc=None</em>, <em class="sig-param">legendgroup=None</em>, <em class="sig-param">locationmode=None</em>, <em class="sig-param">locations=None</em>, <em class="sig-param">locationssrc=None</em>, <em class="sig-param">marker=None</em>, <em class="sig-param">meta=None</em>, <em class="sig-param">metasrc=None</em>, <em class="sig-param">name=None</em>, <em class="sig-param">reversescale=None</em>, <em class="sig-param">selected=None</em>, <em class="sig-param">selectedpoints=None</em>, <em class="sig-param">showlegend=None</em>, <em class="sig-param">showscale=None</em>, <em class="sig-param">stream=None</em>, <em class="sig-param">text=None</em>, <em class="sig-param">textsrc=None</em>, <em class="sig-param">uid=None</em>, <em class="sig-param">uirevision=None</em>, <em class="sig-param">unselected=None</em>, <em class="sig-param">visible=None</em>, <em class="sig-param">z=None</em>, <em class="sig-param">zauto=None</em>, <em class="sig-param">zmax=None</em>, <em class="sig-param">zmid=None</em>, <em class="sig-param">zmin=None</em>, <em class="sig-param">zsrc=None</em>, <em class="sig-param">**kwargs</em><span class="sig-paren">)</span><a class="headerlink" href="#plotly.graph_objects.Choropleth" title="Permalink to this definition">¶</a></dt>
<dd><dl class="method">
<dt id="plotly.graph_objects.Choropleth.__init__">
<code class="sig-name descname">__init__</code><span class="sig-paren">(</span><em class="sig-param">arg=None</em>, <em class="sig-param">autocolorscale=None</em>, <em class="sig-param">coloraxis=None</em>, <em class="sig-param">colorbar=None</em>, <em class="sig-param">colorscale=None</em>, <em class="sig-param">customdata=None</em>, <em class="sig-param">customdatasrc=None</em>, <em class="sig-param">featureidkey=None</em>, <em class="sig-param">geo=None</em>, <em class="sig-param">geojson=None</em>, <em class="sig-param">hoverinfo=None</em>, <em class="sig-param">hoverinfosrc=None</em>, <em class="sig-param">hoverlabel=None</em>, <em class="sig-param">hovertemplate=None</em>, <em class="sig-param">hovertemplatesrc=None</em>, <em class="sig-param">hovertext=None</em>, <em class="sig-param">hovertextsrc=None</em>, <em class="sig-param">ids=None</em>, <em class="sig-param">idssrc=None</em>, <em class="sig-param">legendgroup=None</em>, <em class="sig-param">locationmode=None</em>, <em class="sig-param">locations=None</em>, <em class="sig-param">locationssrc=None</em>, <em class="sig-param">marker=None</em>, <em class="sig-param">meta=None</em>, <em class="sig-param">metasrc=None</em>, <em class="sig-param">name=None</em>, <em class="sig-param">reversescale=None</em>, <em class="sig-param">selected=None</em>, <em class="sig-param">selectedpoints=None</em>, <em class="sig-param">showlegend=None</em>, <em class="sig-param">showscale=None</em>, <em class="sig-param">stream=None</em>, <em class="sig-param">text=None</em>, <em class="sig-param">textsrc=None</em>, <em class="sig-param">uid=None</em>, <em class="sig-param">uirevision=None</em>, <em class="sig-param">unselected=None</em>, <em class="sig-param">visible=None</em>, <em class="sig-param">z=None</em>, <em class="sig-param">zauto=None</em>, <em class="sig-param">zmax=None</em>, <em class="sig-param">zmid=None</em>, <em class="sig-param">zmin=None</em>, <em class="sig-param">zsrc=None</em>, <em class="sig-param">**kwargs</em><span class="sig-paren">)</span><a class="headerlink" href="#plotly.graph_objects.Choropleth.__init__" title="Permalink to this definition">¶</a></dt>
<dd><p>Construct a new Choropleth object</p>
<p>The data that describes the choropleth value-to-color mapping
is set in <code class="docutils literal notranslate"><span class="pre">z</span></code>. The geographic locations corresponding to each
value in <code class="docutils literal notranslate"><span class="pre">z</span></code> are set in <code class="docutils literal notranslate"><span class="pre">locations</span></code>.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>arg</strong> – dict of properties compatible with this constructor or
an instance of <a class="reference internal" href="#plotly.graph_objects.Choropleth" title="plotly.graph_objects.Choropleth"><code class="xref py py-class docutils literal notranslate"><span class="pre">plotly.graph_objects.Choropleth</span></code></a></p></li>
<li><p><strong>autocolorscale</strong> – Determines whether the colorscale is a default palette
(<code class="docutils literal notranslate"><span class="pre">autocolorscale:</span> <span class="pre">true</span></code>) or the palette determined by
<code class="docutils literal notranslate"><span class="pre">colorscale</span></code>. In case <code class="docutils literal notranslate"><span class="pre">colorscale</span></code> is unspecified or
<code class="docutils literal notranslate"><span class="pre">autocolorscale</span></code> is true, the default palette will be
chosen according to whether numbers in the <code class="docutils literal notranslate"><span class="pre">color</span></code>
array are all positive, all negative or mixed.</p></li>
<li><p><strong>coloraxis</strong> – Sets a reference to a shared color axis. References to
these shared color axes are “coloraxis”, “coloraxis2”,
“coloraxis3”, etc. Settings for these shared color axes
are set in the layout, under <code class="docutils literal notranslate"><span class="pre">layout.coloraxis</span></code>,
<code class="docutils literal notranslate"><span class="pre">layout.coloraxis2</span></code>, etc. Note that multiple color
scales can be linked to the same color axis.</p></li>
<li><p><strong>colorbar</strong> – <a class="reference internal" href="plotly.graph_objects.choropleth.html#plotly.graph_objects.choropleth.ColorBar" title="plotly.graph_objects.choropleth.ColorBar"><code class="xref py py-class docutils literal notranslate"><span class="pre">plotly.graph_objects.choropleth.ColorBar</span></code></a>
instance or dict with compatible properties</p></li>
<li><p><strong>colorscale</strong> – Sets the colorscale. The colorscale must be an array
containing arrays mapping a normalized value to an rgb,
rgba, hex, hsl, hsv, or named color string. At minimum,
a mapping for the lowest (0) and highest (1) values are
required. For example, <code class="docutils literal notranslate"><span class="pre">[[0,</span> <span class="pre">'rgb(0,0,255)'],</span> <span class="pre">[1,</span>
<span class="pre">'rgb(255,0,0)']]</span></code>. To control the bounds of the
colorscale in color space, use`zmin` and <code class="docutils literal notranslate"><span class="pre">zmax</span></code>.
Alternatively, <code class="docutils literal notranslate"><span class="pre">colorscale</span></code> may be a palette name
string of the following list: Greys,YlGnBu,Greens,YlOrR
d,Bluered,RdBu,Reds,Blues,Picnic,Rainbow,Portland,Jet,H
ot,Blackbody,Earth,Electric,Viridis,Cividis.</p></li>
<li><p><strong>customdata</strong> – Assigns extra data each datum. This may be useful when
listening to hover, click and selection events. Note
that, “scatter” traces also appends customdata items in
the markers DOM elements</p></li>
<li><p><strong>customdatasrc</strong> – Sets the source reference on Chart Studio Cloud for
customdata .</p></li>
<li><p><strong>featureidkey</strong> – Sets the key in GeoJSON features which is used as id to
match the items included in the <code class="docutils literal notranslate"><span class="pre">locations</span></code> array. Only
has an effect when <code class="docutils literal notranslate"><span class="pre">geojson</span></code> is set. Support nested
property, for example “properties.name”.</p></li>
<li><p><strong>geo</strong> – Sets a reference between this trace’s geospatial
coordinates and a geographic map. If “geo” (the default
value), the geospatial coordinates refer to
<code class="docutils literal notranslate"><span class="pre">layout.geo</span></code>. If “geo2”, the geospatial coordinates
refer to <code class="docutils literal notranslate"><span class="pre">layout.geo2</span></code>, and so on.</p></li>
<li><p><strong>geojson</strong> – Sets optional GeoJSON data associated with this trace.
If not given, the features on the base map are used. It
can be set as a valid GeoJSON object or as a URL
string. Note that we only accept GeoJSONs of type
“FeatureCollection” or “Feature” with geometries of
type “Polygon” or “MultiPolygon”.</p></li>
<li><p><strong>hoverinfo</strong> – Determines which trace information appear on hover. If
<code class="docutils literal notranslate"><span class="pre">none</span></code> or <code class="docutils literal notranslate"><span class="pre">skip</span></code> are set, no information is displayed
upon hovering. But, if <code class="docutils literal notranslate"><span class="pre">none</span></code> is set, click and hover
events are still fired.</p></li>
<li><p><strong>hoverinfosrc</strong> – Sets the source reference on Chart Studio Cloud for
hoverinfo .</p></li>
<li><p><strong>hoverlabel</strong> – <a class="reference internal" href="plotly.graph_objects.choropleth.html#plotly.graph_objects.choropleth.Hoverlabel" title="plotly.graph_objects.choropleth.Hoverlabel"><code class="xref py py-class docutils literal notranslate"><span class="pre">plotly.graph_objects.choropleth.Hoverlabel</span></code></a>
instance or dict with compatible properties</p></li>
<li><p><strong>hovertemplate</strong> – Template string used for rendering the information that
appear on hover box. Note that this will override
<code class="docutils literal notranslate"><span class="pre">hoverinfo</span></code>. Variables are inserted using %{variable},
for example “y: %{y}”. Numbers are formatted using
d3-format’s syntax %{variable:d3-format}, for example
“Price: %{y:$.2f}”. https://github.com/d3/d3-3.x-api-
reference/blob/master/Formatting.md#d3_format for
details on the formatting syntax. Dates are formatted
using d3-time-format’s syntax %{variable|d3-time-
format}, for example “Day: %{2019-01-01|%A}”.
https://github.com/d3/d3-3.x-api-
reference/blob/master/Time-Formatting.md#format for
details on the date formatting syntax. The variables
available in <code class="docutils literal notranslate"><span class="pre">hovertemplate</span></code> are the ones emitted as
event data described at this link
<a class="reference external" href="https://plotly.com/javascript/plotlyjs-events/#event">https://plotly.com/javascript/plotlyjs-events/#event</a>-
data. Additionally, every attributes that can be
specified per-point (the ones that are <code class="docutils literal notranslate"><span class="pre">arrayOk:</span> <span class="pre">true</span></code>)
are available. Anything contained in tag <code class="docutils literal notranslate"><span class="pre"><extra></span></code> is
displayed in the secondary box, for example
“<extra>{fullData.name}</extra>”. To hide the secondary
box completely, use an empty tag <code class="docutils literal notranslate"><span class="pre"><extra></extra></span></code>.</p></li>
<li><p><strong>hovertemplatesrc</strong> – Sets the source reference on Chart Studio Cloud for
hovertemplate .</p></li>
<li><p><strong>hovertext</strong> – Same as <code class="docutils literal notranslate"><span class="pre">text</span></code>.</p></li>
<li><p><strong>hovertextsrc</strong> – Sets the source reference on Chart Studio Cloud for
hovertext .</p></li>
<li><p><strong>ids</strong> – Assigns id labels to each datum. These ids for object
constancy of data points during animation. Should be an
array of strings, not numbers or any other type.</p></li>
<li><p><strong>idssrc</strong> – Sets the source reference on Chart Studio Cloud for
ids .</p></li>
<li><p><strong>legendgroup</strong> – Sets the legend group for this trace. Traces part of
the same legend group hide/show at the same time when
toggling legend items.</p></li>
<li><p><strong>locationmode</strong> – Determines the set of locations used to match entries
in <code class="docutils literal notranslate"><span class="pre">locations</span></code> to regions on the map. Values “ISO-3”,
“USA-states”, <em>country names</em> correspond to features on
the base map and value “geojson-id” corresponds to
features from a custom GeoJSON linked to the <code class="docutils literal notranslate"><span class="pre">geojson</span></code>
attribute.</p></li>
<li><p><strong>locations</strong> – Sets the coordinates via location IDs or names. See
<code class="docutils literal notranslate"><span class="pre">locationmode</span></code> for more info.</p></li>
<li><p><strong>locationssrc</strong> – Sets the source reference on Chart Studio Cloud for
locations .</p></li>
<li><p><strong>marker</strong> – <a class="reference internal" href="plotly.graph_objects.choropleth.html#plotly.graph_objects.choropleth.Marker" title="plotly.graph_objects.choropleth.Marker"><code class="xref py py-class docutils literal notranslate"><span class="pre">plotly.graph_objects.choropleth.Marker</span></code></a>
instance or dict with compatible properties</p></li>
<li><p><strong>meta</strong> – Assigns extra meta information associated with this
trace that can be used in various text attributes.
Attributes such as trace <code class="docutils literal notranslate"><span class="pre">name</span></code>, graph, axis and
colorbar <code class="docutils literal notranslate"><span class="pre">title.text</span></code>, annotation <code class="docutils literal notranslate"><span class="pre">text</span></code>
<code class="docutils literal notranslate"><span class="pre">rangeselector</span></code>, <code class="docutils literal notranslate"><span class="pre">updatemenues</span></code> and <code class="docutils literal notranslate"><span class="pre">sliders</span></code> <code class="docutils literal notranslate"><span class="pre">label</span></code>
text all support <code class="docutils literal notranslate"><span class="pre">meta</span></code>. To access the trace <code class="docutils literal notranslate"><span class="pre">meta</span></code>
values in an attribute in the same trace, simply use
<code class="docutils literal notranslate"><span class="pre">%{meta[i]}</span></code> where <code class="docutils literal notranslate"><span class="pre">i</span></code> is the index or key of the
<code class="docutils literal notranslate"><span class="pre">meta</span></code> item in question. To access trace <code class="docutils literal notranslate"><span class="pre">meta</span></code> in
layout attributes, use <code class="docutils literal notranslate"><span class="pre">%{data[n[.meta[i]}</span></code> where <code class="docutils literal notranslate"><span class="pre">i</span></code>
is the index or key of the <code class="docutils literal notranslate"><span class="pre">meta</span></code> and <code class="docutils literal notranslate"><span class="pre">n</span></code> is the trace
index.</p></li>
<li><p><strong>metasrc</strong> – Sets the source reference on Chart Studio Cloud for
meta .</p></li>
<li><p><strong>name</strong> – Sets the trace name. The trace name appear as the
legend item and on hover.</p></li>
<li><p><strong>reversescale</strong> – Reverses the color mapping if true. If true, <code class="docutils literal notranslate"><span class="pre">zmin</span></code>
will correspond to the last color in the array and
<code class="docutils literal notranslate"><span class="pre">zmax</span></code> will correspond to the first color.</p></li>
<li><p><strong>selected</strong> – <a class="reference internal" href="plotly.graph_objects.choropleth.html#plotly.graph_objects.choropleth.Selected" title="plotly.graph_objects.choropleth.Selected"><code class="xref py py-class docutils literal notranslate"><span class="pre">plotly.graph_objects.choropleth.Selected</span></code></a>
instance or dict with compatible properties</p></li>
<li><p><strong>selectedpoints</strong> – Array containing integer indices of selected points.
Has an effect only for traces that support selections.
Note that an empty array means an empty selection where
the <code class="docutils literal notranslate"><span class="pre">unselected</span></code> are turned on for all points, whereas,
any other non-array values means no selection all where
the <code class="docutils literal notranslate"><span class="pre">selected</span></code> and <code class="docutils literal notranslate"><span class="pre">unselected</span></code> styles have no effect.</p></li>
<li><p><strong>showlegend</strong> – Determines whether or not an item corresponding to this
trace is shown in the legend.</p></li>
<li><p><strong>showscale</strong> – Determines whether or not a colorbar is displayed for
this trace.</p></li>
<li><p><strong>stream</strong> – <a class="reference internal" href="plotly.graph_objects.choropleth.html#plotly.graph_objects.choropleth.Stream" title="plotly.graph_objects.choropleth.Stream"><code class="xref py py-class docutils literal notranslate"><span class="pre">plotly.graph_objects.choropleth.Stream</span></code></a>
instance or dict with compatible properties</p></li>
<li><p><strong>text</strong> – Sets the text elements associated with each location.</p></li>
<li><p><strong>textsrc</strong> – Sets the source reference on Chart Studio Cloud for
text .</p></li>
<li><p><strong>uid</strong> – Assign an id to this trace, Use this to provide object
constancy between traces during animations and
transitions.</p></li>
<li><p><strong>uirevision</strong> – Controls persistence of some user-driven changes to the
trace: <code class="docutils literal notranslate"><span class="pre">constraintrange</span></code> in <code class="docutils literal notranslate"><span class="pre">parcoords</span></code> traces, as well
as some <code class="docutils literal notranslate"><span class="pre">editable:</span> <span class="pre">true</span></code> modifications such as <code class="docutils literal notranslate"><span class="pre">name</span></code>
and <code class="docutils literal notranslate"><span class="pre">colorbar.title</span></code>. Defaults to <code class="docutils literal notranslate"><span class="pre">layout.uirevision</span></code>.
Note that other user-driven trace attribute changes are
controlled by <code class="docutils literal notranslate"><span class="pre">layout</span></code> attributes: <code class="docutils literal notranslate"><span class="pre">trace.visible</span></code> is
controlled by <code class="docutils literal notranslate"><span class="pre">layout.legend.uirevision</span></code>,
<code class="docutils literal notranslate"><span class="pre">selectedpoints</span></code> is controlled by
<code class="docutils literal notranslate"><span class="pre">layout.selectionrevision</span></code>, and <code class="docutils literal notranslate"><span class="pre">colorbar.(x|y)</span></code>
(accessible with <code class="docutils literal notranslate"><span class="pre">config:</span> <span class="pre">{editable:</span> <span class="pre">true}</span></code>) is
controlled by <code class="docutils literal notranslate"><span class="pre">layout.editrevision</span></code>. Trace changes are
tracked by <code class="docutils literal notranslate"><span class="pre">uid</span></code>, which only falls back on trace index
if no <code class="docutils literal notranslate"><span class="pre">uid</span></code> is provided. So if your app can add/remove
traces before the end of the <code class="docutils literal notranslate"><span class="pre">data</span></code> array, such that
the same trace has a different index, you can still
preserve user-driven changes if you give each trace a
<code class="docutils literal notranslate"><span class="pre">uid</span></code> that stays with it as it moves.</p></li>
<li><p><strong>unselected</strong> – <a class="reference internal" href="plotly.graph_objects.choropleth.html#plotly.graph_objects.choropleth.Unselected" title="plotly.graph_objects.choropleth.Unselected"><code class="xref py py-class docutils literal notranslate"><span class="pre">plotly.graph_objects.choropleth.Unselected</span></code></a>
instance or dict with compatible properties</p></li>
<li><p><strong>visible</strong> – Determines whether or not this trace is visible. If
“legendonly”, the trace is not drawn, but can appear as
a legend item (provided that the legend itself is
visible).</p></li>
<li><p><strong>z</strong> – Sets the color values.</p></li>
<li><p><strong>zauto</strong> – Determines whether or not the color domain is computed
with respect to the input data (here in <code class="docutils literal notranslate"><span class="pre">z</span></code>) or the
bounds set in <code class="docutils literal notranslate"><span class="pre">zmin</span></code> and <code class="docutils literal notranslate"><span class="pre">zmax</span></code> Defaults to <code class="docutils literal notranslate"><span class="pre">false</span></code>
when <code class="docutils literal notranslate"><span class="pre">zmin</span></code> and <code class="docutils literal notranslate"><span class="pre">zmax</span></code> are set by the user.</p></li>
<li><p><strong>zmax</strong> – Sets the upper bound of the color domain. Value should
have the same units as in <code class="docutils literal notranslate"><span class="pre">z</span></code> and if set, <code class="docutils literal notranslate"><span class="pre">zmin</span></code> must
be set as well.</p></li>
<li><p><strong>zmid</strong> – Sets the mid-point of the color domain by scaling
<code class="docutils literal notranslate"><span class="pre">zmin</span></code> and/or <code class="docutils literal notranslate"><span class="pre">zmax</span></code> to be equidistant to this point.
Value should have the same units as in <code class="docutils literal notranslate"><span class="pre">z</span></code>. Has no
effect when <code class="docutils literal notranslate"><span class="pre">zauto</span></code> is <code class="docutils literal notranslate"><span class="pre">false</span></code>.</p></li>
<li><p><strong>zmin</strong> – Sets the lower bound of the color domain. Value should
have the same units as in <code class="docutils literal notranslate"><span class="pre">z</span></code> and if set, <code class="docutils literal notranslate"><span class="pre">zmax</span></code> must
be set as well.</p></li>
<li><p><strong>zsrc</strong> – Sets the source reference on Chart Studio Cloud for z
.</p></li>
</ul>
</dd>
<dt class="field-even">Returns</dt>
<dd class="field-even"><p></p>
</dd>
<dt class="field-odd">Return type</dt>
<dd class="field-odd"><p><a class="reference internal" href="plotly.graph_objects.html#plotly.graph_objects.Choropleth" title="plotly.graph_objects.Choropleth">Choropleth</a></p>
</dd>
</dl>
</dd></dl>
</dd></dl>
</div>
<div class="section" id="id1">
<h1><a class="reference internal" href="plotly.graph_objects.html#module-plotly.graph_objects" title="plotly.graph_objects"><code class="xref py py-mod docutils literal notranslate"><span class="pre">plotly.graph_objects</span></code></a>.choropleth<a class="headerlink" href="#id1" title="Permalink to this headline">¶</a></h1>
<table class="longtable docutils align-default">
<colgroup>
<col style="width: 10%" />
<col style="width: 90%" />
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="#module-plotly.graph_objects.choropleth" title="plotly.graph_objects.choropleth"><code class="xref py py-obj docutils literal notranslate"><span class="pre">plotly.graph_objects.choropleth</span></code></a></p></td>
<td><p></p></td>
</tr>
</tbody>
</table>
<span class="target" id="module-plotly.graph_objects.choropleth"></span><div class="clearer"></div></div>
</div>
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