plotly
diff --git a/‎doc/python/figure-structure.md
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+2-2Lines changed: 2 additions & 2 deletions b/‎doc/python/figure-structure.md
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+2-2Lines changed: 2 additions & 2 deletions
@@ -30,7 +30,7 @@ jupyter:
     order: 1
     page_type: u-guide
     permalink: python/figure-structure/
-    thumbnail: thumbnail/plotly-express.png
+    thumbnail: thumbnail/violin.jpg
 ---
 
 The `plotly` Python package exists to [create, manipulate](/python/creating-and-updating-figures/) and [render](/python/renderers/) graphical figures (i.e. charts, plots, maps and diagrams) represented by data structures also referred to as figures. The rendering process uses the [Plotly.js JavaScript library](https://plotly.com/javascript/) under the hood although Python developers using this module very rarely need to interact with the Javascript library directly, if ever. Figures can be represented in Python either as dicts or as instances of the `plotly.graph_objects.Figure` class, and are serialized as text in [JavaScript Object Notation (JSON)](https://json.org/) before being passed to Plotly.js.
@@ -173,4 +173,4 @@ Traces of most types can be optionally associated with a single legend item in t
 
 The fact that legend items are linked to traces means that when using [discrete color](/python/discrete-color/), a figure must have one trace per color in order to get a meaningful legend. [Plotly Express has robust support for discrete color](/python/discrete-color/) to make this easy.
 
-Traces which support [continuous color](/python/colorscales/) can also be associated with color axes in the layout via the `coloraxis` attribute. Multiple traces can be linked to the same color axis. Color axes have a legend-like component called color bars. Alternatively, color axes can be configured within the trace itself.
+Traces which support [continuous color](/python/colorscales/) can also be associated with color axes in the layout via the `coloraxis` attribute. Multiple traces can be linked to the same color axis. Color axes have a legend-like component called color bars. Alternatively, color axes can be configured within the trace itself.