Update link text descriptions

doc/python/2D-Histogram.md

@@ -237,4 +237,4 @@ fig.show()
 ```
 
 #### Reference
-See [https://plotly.com/python/reference/histogram2d/](reference/graph_objects/Histogram2d.md) for more information and chart attribute options!
+See the [full reference for `go.Histogram2d`](reference/graph_objects/Histogram2d.md) for more information and chart attribute options!

doc/python/2d-histogram-contour.md

@@ -217,4 +217,4 @@ fig.show()
 ```
 
 #### Reference
-See [https://plotly.com/python/reference/histogram2dcontour/](reference/graph_objects/Histogram2dContour.md) for more information and chart attribute options!
+See the [full reference for `go.Histogram2dContour`](reference/graph_objects/Histogram2dContour.md) for more information and chart attribute options!

doc/python/3d-bubble-charts.md

@@ -186,4 +186,4 @@ fig.show()
 
 #### Reference
 
-See [https://plotly.com/python/reference/scatter3d/](reference/graph_objects/Scatter3d.md) and [https://plotly.com/python/reference/scatter/#scatter-marker-sizeref](reference/graph_objects/scatter-package/Marker.md#plotly.graph_objects.scatter.Marker.sizeref) <br>for more information and chart attribute options!
+See the [full reference for `go.Scatter3d`](reference/graph_objects/Scatter3d.md) and [`go.scatter.Marker.sizeref`](reference/graph_objects/scatter-package/Marker.md#plotly.graph_objects.scatter.Marker.sizeref) <br>for more information and chart attribute options!

doc/python/3d-camera-controls.md

@@ -259,4 +259,4 @@ fig.show()
 #### Reference
 
 
-See [https://plotly.com/python/reference/layout/scene/#layout-scene-camera](reference/graph_objects/layout-package/scene-package/Camera.md) for more information and chart attribute options!
+See the [full reference for `go.layout.scene.Camera`](reference/graph_objects/layout-package/scene-package/Camera.md) for more information and chart attribute options!

doc/python/3d-isosurface-plots.md

@@ -203,4 +203,4 @@ fig.show()
 ```
 
 #### Reference
-See [https://plotly.com/python/reference/isosurface/](reference/graph_objects/Isosurface.md) for more information and chart attribute options!
+See the [full reference for `go.Isosurface`](reference/graph_objects/Isosurface.md) for more information and chart attribute options!

doc/python/3d-line-plots.md

@@ -86,4 +86,4 @@ fig.show()
 
 #### Reference
 
-See [function reference for `px.(line_3d)`](reference/plotly-express.md#plotly.express.line_3d) or [https://plotly.com/python/reference/scatter3d/#scatter3d-marker-line](reference/graph_objects/scatter3d-package/Marker.md#plotly.graph_objects.scatter3d.Marker.line) for more information and chart attribute options!
+See [function reference for `px.(line_3d)`](reference/plotly-express.md#plotly.express.line_3d) or [`go.scatter3d.Marker.line`](reference/graph_objects/scatter3d-package/Marker.md#plotly.graph_objects.scatter3d.Marker.line) for more information and chart attribute options!

doc/python/3d-mesh.md

@@ -154,4 +154,4 @@ fig.show()
 ```
 
 ## Reference
-See [https://plotly.com/python/reference/mesh3d/](reference/graph_objects/Mesh3d.md) for more information and chart attribute options!
+See the [full reference for `go.Mesh3d`](reference/graph_objects/Mesh3d.md) for more information and chart attribute options!

doc/python/3d-scatter-plots.md

@@ -112,4 +112,4 @@ fig.show()
 
 #### Reference
 
-See [function reference for `px.scatter_3d()`](reference/plotly-express.md#plotly.express.scatter_3d) or [https://plotly.com/python/reference/scatter3d/](reference/graph_objects/Scatter3d.md) for more information and chart attribute options!
+See [function reference for `px.scatter_3d()`](reference/plotly-express.md#plotly.express.scatter_3d) or the [full reference for `go.Scatter3d`](reference/graph_objects/Scatter3d.md) for more information and chart attribute options!

doc/python/3d-subplots.md

@@ -51,4 +51,4 @@ fig.show()
 ### Reference
 
 
-See [https://plotly.com/python/subplots/](subplots.md) for more information regarding subplots!
+See the [subplots page](subplots.md) for more information regarding subplots!

doc/python/3d-surface-plots.md

@@ -165,4 +165,4 @@ fig.show()
 ### Reference
 
 
-See [https://plotly.com/python/reference/surface/](reference/graph_objects/Surface.md) for more information!
+See the [full reference for `go.Surface`](reference/graph_objects/Surface.md) for more information!

doc/python/3d-volume.md

@@ -222,7 +222,7 @@ fig.show()
 ```
 
 #### Reference
-See [https://plotly.com/python/reference/volume/](reference/graph_objects/Volume.md) for more information and chart attribute options!
+See the [full reference for `go.Volume`](reference/graph_objects/Volume.md) for more information and chart attribute options!
 
 #### See also
 [3D isosurface documentation](3d-isosurface-plots.md)

doc/python/animations.md

@@ -381,5 +381,5 @@ fig.show()
 
 ### Reference
 
-For additional information and attributes for creating bubble charts in Plotly see: [https://plotly.com/python/bubble-charts/](bubble-charts.md).
-For more documentation on creating animations with Plotly, see [https://plotly.com/python/#animations](plotly-animations.md).
+For additional information and attributes for creating bubble charts in Plotly see the [full page](bubble-charts.md).
+For more documentation on creating animations with Plotly, see [here](plotly-animations.md).

doc/python/annotated-heatmap.md

@@ -229,4 +229,4 @@ fig.show()
 
 #### Reference
 
-For more info on Plotly heatmaps, see: [https://plotly.com/python/reference/heatmap/](reference/graph_objects/Heatmap.md).<br> For more info on using colorscales with Plotly see: [https://plotly.com/python/heatmap-and-contour-colorscales/](colorscales.md) <br>For more info on `ff.create_annotated_heatmap()`, see the [full function reference](reference/figure-factory.md#plotly.figure_factory.create_annotated_heatmap)
+For more info on Plotly heatmaps, see the [full reference for `go.Heatmap`](reference/graph_objects/Heatmap.md).<br> For more info on using colorscales with Plotly see the [full page](colorscales.md) <br>For more info on `ff.create_annotated_heatmap()`, see the [full function reference](reference/figure-factory.md#plotly.figure_factory.create_annotated_heatmap)

doc/python/axes.md

@@ -998,4 +998,4 @@ fig.show()
 
 #### Reference
 
-See [https://plotly.com/python/reference/layout/xaxis/](reference/graph_objects/layout-package/XAxis.md) and [https://plotly.com/python/reference/layout/yaxis/](reference/graph_objects/layout-package/YAxis.md) for more information and chart attribute options!
+See [full reference for `go.layout.xaxis`](reference/graph_objects/layout-package/XAxis.md) and [go.layout.yaxis`](reference/graph_objects/layout-package/YAxis.md) for more information and chart attribute options!

doc/python/bar-charts.md

@@ -874,4 +874,4 @@ fig.show()
 
 ### Reference
 
-See [function reference for `px.bar()`](reference/plotly-express.md#plotly.express.bar) or [https://plotly.com/python/reference/bar/](reference/graph_objects/Bar.md) for more information and chart attribute options!
+See [function reference for `px.bar()`](reference/plotly-express.md#plotly.express.bar) or the [full reference for `go.Bar`](reference/graph_objects/Bar.md) for more information and chart attribute options!

doc/python/box-plots.md

@@ -127,7 +127,7 @@ fig.show()
 
 ## Box plot with go.Box
 
-If Plotly Express does not provide a good starting point, it is also possible to use [the more generic `go.Box` class from `plotly.graph_objects`](graph-objects.md). All available options for `go.Box` are described in the reference page [https://plotly.com/python/reference/box/](reference/graph_objects/Box.md).
+If Plotly Express does not provide a good starting point, it is also possible to use [the more generic `go.Box` class from `plotly.graph_objects`](graph-objects.md). All available options for `go.Box` are described in the [reference page for `go.Box`](reference/graph_objects/Box.md).
 
 ### Basic Box Plot
 
@@ -493,4 +493,4 @@ fig.show()
 
 #### Reference
 
-See [function reference for `px.box()`](reference/plotly-express.md#plotly.express.box) or [https://plotly.com/python/reference/box/](reference/graph_objects/Box.md) for more information and chart attribute options!
+See [function reference for `px.box()`](reference/plotly-express.md#plotly.express.box) or the [full reference for Box](reference/graph_objects/Box.md) for more information and chart attribute options!

doc/python/bubble-charts.md

@@ -20,7 +20,7 @@ fig.show()
 
 ## Bubble Chart with plotly.graph_objects
 
-If Plotly Express does not provide a good starting point, it is also possible to use [the more generic `go.Scatter` class from `plotly.graph_objects`](graph-objects.md), and define the size of markers to create a bubble chart. All of the available options are described in the scatter section of the reference page: [https://plotly.com/python/reference#scatter](reference/graph_objects/Scatter.md).
+If Plotly Express does not provide a good starting point, it is also possible to use [the more generic `go.Scatter` class from `plotly.graph_objects`](graph-objects.md), and define the size of markers to create a bubble chart. All of the available options are described in the [full reference for `go.Scatter`](reference/graph_objects/Scatter.md).
 
 ### Simple Bubble Chart
 
@@ -59,8 +59,8 @@ fig.show()
 
 To scale the bubble size, use the attribute `sizeref`. We recommend using the following formula to calculate a `sizeref` value:<br>
 `sizeref = 2. * max(array of size values) / (desired maximum marker size ** 2)`<br>
-Note that setting 'sizeref' to a value greater than 1, decreases the rendered marker sizes, while setting 'sizeref' to less than 1, increases the rendered marker sizes. See [https://plotly.com/python/reference/scatter/#scatter-marker-sizeref](reference/graph_objects/scatter-package/Marker.md#plotly.graph_objects.scatter.Marker.sizeref) for more information.
-Additionally, we recommend setting the sizemode attribute: [https://plotly.com/python/reference/scatter/#scatter-marker-sizemode](reference/graph_objects/scatter-package/Marker.md#plotly.graph_objects.scatter.Marker.sizemode) to area.
+Note that setting 'sizeref' to a value greater than 1, decreases the rendered marker sizes, while setting 'sizeref' to less than 1, increases the rendered marker sizes. See the [full reference for `scatter.Marker.sizeref`](reference/graph_objects/scatter-package/Marker.md#plotly.graph_objects.scatter.Marker.sizeref) for more information.
+Additionally, we recommend setting the sizemode attribute [here](reference/graph_objects/scatter-package/Marker.md#plotly.graph_objects.scatter.Marker.sizemode) to area.
 
 ```python
 import plotly.graph_objects as go
@@ -190,4 +190,4 @@ fig.show()
 
 ### Reference
 
-See [https://plotly.com/python/reference/scatter/](reference/graph_objects/Scatter.md) for more information and chart attribute options!
+See the [full reference for Scatter](reference/graph_objects/Scatter.md) for more information and chart attribute options!

doc/python/bubble-maps.md

@@ -43,7 +43,7 @@ To scale the bubble size, use the attribute sizeref. We recommend using the foll
 
 Note that setting `sizeref` to a value greater than $1$, decreases the rendered marker sizes, while setting `sizeref` to less than $1$, increases the rendered marker sizes.
 
-See [https://plotly.com/python/reference/scatter/#scatter-marker-sizeref](reference/graph_objects/scatter-package/Marker.md#plotly.graph_objects.scatter.Marker.sizeref) for more information. Additionally, we recommend setting the sizemode attribute: [https://plotly.com/python/reference/scatter/#scatter-marker-sizemode](reference/graph_objects/scatter-package/Marker.md#plotly.graph_objects.scatter.Marker.sizemode) to area.
+See [full reference for `go.scatter.Marker.sizeref`](reference/graph_objects/scatter-package/Marker.md#plotly.graph_objects.scatter.Marker.sizeref) for more information. Additionally, we recommend setting the sizemode attribute [here](reference/graph_objects/scatter-package/Marker.md#plotly.graph_objects.scatter.Marker.sizemode) to area.
 
 ```python
 import plotly.graph_objects as go
@@ -177,4 +177,4 @@ fig.show()
 
 ### Reference
 
-See [function reference for `px.(scatter_geo)`](reference/plotly-express.md#plotly.express.scatter_geo) or [https://plotly.com/python/reference/choropleth/](reference/graph_objects/Choropleth.md) and [https://plotly.com/python/reference/scattergeo/](reference/graph_objects/Scattergeo.md) for more information and chart attribute options!
+See [function reference for `px.(scatter_geo)`](reference/plotly-express.md#plotly.express.scatter_geo) or [full reference for Choropleth](reference/graph_objects/Choropleth.md) and [Scattergeo](reference/graph_objects/Scattergeo.md) for more information and chart attribute options!

doc/python/bullet-charts.md

@@ -136,7 +136,7 @@ fig.show()
 ```
 
 ### Reference
-See [https://plotly.com/python/reference/indicator/](reference/graph_objects/Indicator.md) for more information and chart attribute options!
+See the [full reference for `go.Indicator`](reference/graph_objects/Indicator.md) for more information and chart attribute options!
 
 
 

doc/python/candlestick-charts.md

@@ -136,4 +136,4 @@ fig.show()
 ```
 
 #### Reference
-For more information on candlestick attributes, see: [https://plotly.com/python/reference/candlestick/](reference/graph_objects/Candlestick.md)
+For more information on candlestick attributes, see the [full reference for `go.Candlestick`](reference/graph_objects/Candlestick.md)

doc/python/carpet-contour.md

@@ -253,4 +253,4 @@ fig.show()
 
 ### Reference
 
-See [https://plotly.com/python/reference/contourcarpet/](reference/graph_objects/Contourcarpet.md) for more information and chart attribute options!
+See the [full reference for `go.Carpet Contours`](reference/graph_objects/Contourcarpet.md) for more information and chart attribute options!

doc/python/carpet-plot.md

@@ -155,4 +155,4 @@ To add points and lines see [Carpet Scatter Plots](carpet-scatter.md) or to add
 
 ### Reference
 
-See [https://plotly.com/python/reference/carpet/](reference/graph_objects/Carpet.md) for more information and chart attribute options!
+See the [full reference for `go.Carpet`](reference/graph_objects/Carpet.md) for more information and chart attribute options!

doc/python/carpet-scatter.md

@@ -152,4 +152,4 @@ fig.show()
 ### Reference
 
 
-See [https://plotly.com/python/reference/scattercarpet/](reference/graph_objects/Scattercarpet.md) for more information and chart attribute options!
+See the [full reference for `go.Carpet Scatter`](reference/graph_objects/Scattercarpet.md) for more information and chart attribute options!

doc/python/categorical-axes.md

@@ -186,4 +186,4 @@ fig.show()
 ```
 ### Reference
 
-See [https://plotly.com/python/reference/layout/xaxis/](reference/graph_objects/layout-package/XAxis.md) for more information and chart attribute options!
+See the [full reference for `go.layout.xaxis`](reference/graph_objects/layout-package/XAxis.md) for more information and chart attribute options!

doc/python/choropleth-maps.md

@@ -369,4 +369,4 @@ fig.show()
 
 #### Reference
 
-See [function reference for `px.(choropleth)`](reference/plotly-express.md#plotly.express.choropleth) or [https://plotly.com/python/reference/choropleth/](reference/graph_objects/Choropleth.md) for more information and chart attribute options!
+See [function reference for `px.(choropleth)`](reference/plotly-express.md#plotly.express.choropleth) or the [full reference for `go.Choropleth`](reference/graph_objects/Choropleth.md) for more information and chart attribute options!

doc/python/colorscales.md

@@ -638,4 +638,4 @@ fig.show()
 
 ### Reference
 
-See [https://plotly.com/python/reference/](/reference/graph_objects/index.md) for more information and chart attribute options!
+See the [full `plotly graph objects` reference](/reference/graph_objects/index.md) for more information and chart attribute options!

doc/python/cone-plot.md

@@ -133,4 +133,4 @@ fig.show()
 ```
 
 #### Reference
-See [https://plotly.com/python/reference/](/reference/graph_objects/index.md) for more information and chart attribute options!
+See the [full `plotly graph objects` reference](/reference/graph_objects/index.md) for more information and chart attribute options!

doc/python/contour-plots.md

@@ -310,4 +310,4 @@ fig.show()
 ```
 
 #### Reference
-See [https://plotly.com/python/reference/contour/](reference/graph_objects/Contour.md) for more information and chart attribute options!
+See the [full reference for `go.Contour`](reference/graph_objects/Contour.md) for more information and chart attribute options!

doc/python/county-choropleth.md

@@ -249,7 +249,7 @@ fig.layout.template = None
 fig.show()
 ```
 
-Also see tile county choropleths made in Python: [https://plotly.com/python/tile-county-choropleth/](tile-county-choropleth.md)
+Also see [tile county choropleths made in Python](tile-county-choropleth.md)
 
 ### Reference
 

doc/python/custom-buttons.md

@@ -434,8 +434,8 @@ fig.show()
 ```
 
 ### Animate Button
-Refer to our animation docs: [https://plotly.com/python/#animations](plotly-animations.md) for examples on how to use the `animate` method with Plotly buttons.
+Refer to our [animation docs](plotly-animations.md) for examples on how to use the `animate` method with Plotly buttons.
 
 
 ### Reference
-See [https://plotly.com/python/reference/layout/updatemenus/](reference/graph_objects/Layout.md#plotly.graph_objects.Layout.updatemenus) for more information about `updatemenu` buttons.
+See the [full reference for `go.layout.updatemenus`](reference/graph_objects/Layout.md#plotly.graph_objects.Layout.updatemenus) for more information about `updatemenu` buttons.

doc/python/density-heatmaps.md

@@ -86,6 +86,6 @@ fig.show()
 
 #### Reference
 
-See [function reference for `px.(density_map)`](reference/plotly-express.md#plotly.express.density_map) or [https://plotly.com/python/reference/densitymap/](reference/graph_objects/Densitymap.md) for available attribute options.
+See [function reference for `px.(density_map)`](reference/plotly-express.md#plotly.express.density_map) or the [full reference for `go.Densitymap`](reference/graph_objects/Densitymap.md) for available attribute options.
 
-For Mapbox-based maps, see [function reference for `px.(density_mapbox)`](reference/plotly-express.md#plotly.express.density_mapbox) or [https://plotly.com/python/reference/densitymapbox/](reference/graph_objects/Densitymapbox.md).
+For Mapbox-based maps, see [function reference for `px.(density_mapbox)`](reference/plotly-express.md#plotly.express.density_mapbox) or the [full reference for `go.Densitymapbox`](reference/graph_objects/Densitymapbox.md).

doc/python/dot-plots.md

@@ -148,4 +148,4 @@ fig.show()
 
 ## Reference
 
-See [https://plotly.com/python/reference/scatter/](reference/graph_objects/Scatter.md) for more information and chart attribute options!
+See the [full reference for `go.Scatter`](reference/graph_objects/Scatter.md) for more information and chart attribute options!

doc/python/dropdowns.md

@@ -514,4 +514,4 @@ with open(output_html_path, "w", encoding='utf-8') as output_file:
 <!-- #endregion -->
 
 ### Reference
-See [https://plotly.com/python/reference/layout/updatemenus/](reference/graph_objects/Layout.md#plotly.graph_objects.Layout.updatemenus) for more information about `updatemenu` dropdowns.
+See the [full reference for `go.layout.updatemenus`](reference/graph_objects/Layout.md#plotly.graph_objects.Layout.updatemenus) for more information about `updatemenu` dropdowns.

doc/python/error-bars.md

@@ -170,4 +170,4 @@ fig.show()
 
 #### Reference
 
-See [https://plotly.com/python/reference/scatter/](reference/graph_objects/Scatter.md) for more information and chart attribute options!
+See the [full reference for `go.Scatter`](reference/graph_objects/Scatter.md) for more information and chart attribute options!

doc/python/figure-factory-subplots.md

@@ -180,4 +180,4 @@ fig.show()
 ```
 
 ### Reference
-See [https://plotly.com/python/subplots/](subplots.md) for more information on working with subplots. See [https://plotly.com/python/reference/](/reference/graph_objects/index.md) for more information regarding chart attributes!
+See the [subplots page](subplots.md) for more information on working with subplots. See the [full `plotly graph objects` reference](/reference/graph_objects/index.md) for more information regarding chart attributes!

doc/python/figure-labels.md

@@ -277,4 +277,4 @@ fig.show()
 ```
 
 #### Reference
-See [https://plotly.com/python/reference/layout/](reference/graph_objects/Layout.md) for more information!
+See the [full reference for `go.Layout`](reference/graph_objects/Layout.md) for more information!

doc/python/filled-area-plots.md

@@ -251,6 +251,6 @@ fig.show()
 
 #### Reference
 
-See [https://plotly.com/python/reference/scatter/#scatter-line](reference/graph_objects/Scatter.md#plotly.graph_objects.Scatter.line)
-and [https://plotly.com/python/reference/scatter/#scatter-fill](reference/graph_objects/Scatter.md#plotly.graph_objects.Scatter.fill)
+See the [full reference for `go.Scatter.line`](reference/graph_objects/Scatter.md#plotly.graph_objects.Scatter.line)
+and the [full reference for `go.Scatter.fill`](reference/graph_objects/Scatter.md#plotly.graph_objects.Scatter.fill)
 for more information and attribute options!