Add pxlinks

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

@@ -120,4 +120,4 @@ fig.show()
 
 #### Reference
 
-See https://plotly.com/python/reference/scatter3d/#scatter3d-marker-line for more information and chart attribute options!
+See [function reference for `px.(line_3d)`](https://plotly.com/python-api-reference/generated/plotly.express.line_3d) or https://plotly.com/python/reference/scatter3d/#scatter3d-marker-line for more information and chart attribute options!

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

@@ -122,4 +122,4 @@ fig.show()
 
 #### Reference
 
-See https://plotly.com/python/reference/scatter3d/ for more information and chart attribute options!
+See [function reference for `px.scatter_3d()`](https://plotly.com/python-api-reference/generated/plotly.express.scatter_3d) or https://plotly.com/python/reference/scatter3d/ for more information and chart attribute options!

doc/python/bar-charts.md

@@ -494,4 +494,4 @@ fig.show()
 
 ### Reference
 
-See https://plotly.com/python/reference/bar/ for more information and chart attribute options!
+See [function reference for `px.bar()`](https://plotly.com/python-api-reference/generated/plotly.express.bar) or https://plotly.com/python/reference/bar/ for more information and chart attribute options!

doc/python/box-plots.md

@@ -502,4 +502,4 @@ fig.show()
 
 #### Reference
 
-See https://plotly.com/python/reference/box/ for more information and chart attribute options!
+See [function reference for `px.box()`](https://plotly.com/python-api-reference/generated/plotly.express.box) or https://plotly.com/python/reference/box/ for more information and chart attribute options!

doc/python/bubble-maps.md

@@ -208,4 +208,4 @@ fig.show()
 
 #### Reference
 
-See https://plotly.com/python/reference/choropleth/ and https://plotly.com/python/reference/scattergeo/ for more information and chart attribute options!
+See [function reference for `px.(scatter_geo)`](https://plotly.com/python-api-reference/generated/plotly.express.scatter_geo) or https://plotly.com/python/reference/choropleth/ and https://plotly.com/python/reference/scattergeo/ for more information and chart attribute options!

doc/python/choropleth-maps.md

@@ -364,4 +364,4 @@ fig.show()
 
 #### Reference
 
-See https://plotly.com/python/reference/choropleth/ for more information and chart attribute options!
+See [function reference for `px.(choropleth)`](https://plotly.com/python-api-reference/generated/plotly.express.choropleth) or https://plotly.com/python/reference/choropleth/ for more information and chart attribute options!

doc/python/funnel-charts.md

@@ -202,4 +202,4 @@ fig.show()
 
 #### Reference
 
-See https://plotly.com/python/reference/funnel/ and https://plotly.com/python/reference/funnelarea/ for more information and chart attribute options!
+See [function reference for `px.(funnel)`](https://plotly.com/python-api-reference/generated/plotly.express.funnel) or https://plotly.com/python/reference/funnel/ and https://plotly.com/python/reference/funnelarea/ for more information and chart attribute options!

doc/python/heatmaps.md

@@ -190,4 +190,4 @@ Arrays of rasterized values build by datashader can be visualized using
 plotly's heatmaps, as shown in the [plotly and datashader tutorial](/python/datashader/).
 
 #### Reference
-See https://plotly.com/python/reference/heatmap/ for more information and chart attribute options!
+See [function reference for `px.(imshow)`](https://plotly.com/python-api-reference/generated/plotly.express.imshow) or https://plotly.com/python/reference/heatmap/ for more information and chart attribute options!

doc/python/histograms.md

@@ -394,4 +394,4 @@ fig.show()
 
 #### Reference
 
-See https://plotly.com/python/reference/histogram/ for more information and chart attribute options!
+See [function reference for `px.histogram()`](https://plotly.com/python-api-reference/generated/plotly.express.histogram) or https://plotly.com/python/reference/histogram/ for more information and chart attribute options!

doc/python/imshow.md

@@ -401,4 +401,4 @@ fig.show()
 
 #### Reference
 
-See https://plotly.com/python/reference/image/ for more information and chart attribute options!
+See [function reference for `px.(imshow)`](https://plotly.com/python-api-reference/generated/plotly.express.imshow) or https://plotly.com/python/reference/image/ for more information and chart attribute options!

doc/python/line-and-scatter.md

@@ -276,4 +276,4 @@ fig.show()
 
 ### Reference
 
-See https://plotly.com/python/reference/scatter/ or https://plotly.com/python/reference/scattergl/ for more information and chart attribute options!
+See [function reference for `px.scatter()`](https://plotly.com/python-api-reference/generated/plotly.express.scatter) or https://plotly.com/python/reference/scatter/ or https://plotly.com/python/reference/scattergl/ for more information and chart attribute options!

doc/python/line-charts.md

@@ -434,4 +434,4 @@ fig.show()
 
 #### Reference
 
-See https://plotly.com/python/reference/scatter/ for more information and chart attribute options!
+See [function reference for `px.line()`](https://plotly.com/python-api-reference/generated/plotly.express.line) or https://plotly.com/python/reference/scatter/ for more information and chart attribute options!

doc/python/lines-on-mapbox.md

@@ -132,4 +132,5 @@ fig.show()
 
 #### Reference
 
-See https://plotly.com/python/reference/scattermapbox/ for more information about mapbox and their attribute options.
+See [function reference for `px.(line_mapbox)`](https://plotly.com/python-api-reference/generated/plotly.express.line_mapbox) or 
+https://plotly.com/python/reference/scattermapbox/ for more information about mapbox and their attribute options.

doc/python/lines-on-maps.md

@@ -329,4 +329,4 @@ fig.show()
 
 #### Reference
 
-See https://plotly.com/python/reference/scattergeo/ for more information and chart attribute options!
+See [function reference for `px.(line_geo)`](https://plotly.com/python-api-reference/generated/plotly.express.line_geo) or https://plotly.com/python/reference/scattergeo/ for more information and chart attribute options!

doc/python/log-plot.md

@@ -95,4 +95,4 @@ fig.show()
 
 #### Reference
 
-See https://plotly.com/python/reference/layout/xaxis/#layout-xaxis-type for more information and chart attribute options!
+See [function reference for `px.(scatter)`](https://plotly.com/python-api-reference/generated/plotly.express.scatter) or https://plotly.com/python/reference/layout/xaxis/#layout-xaxis-type for more information and chart attribute options!

doc/python/mapbox-county-choropleth.md

@@ -230,4 +230,5 @@ fig.show()
 
 #### Reference
 
-See https://plotly.com/python/reference/choroplethmapbox/ for more information about mapbox and their attribute options.
+See [function reference for `px.(choropleth_mapbox)`](https://plotly.com/python-api-reference/generated/plotly.express.choropleth_mapbox) or https://plotly.com/python/reference/choroplethmapbox/ for more information about mapbox and their attribute options.
+

doc/python/mapbox-density-heatmaps.md

@@ -72,4 +72,4 @@ fig.show()
 
 #### Reference
 
-See https://plotly.com/python/reference/densitymapbox/ for more information about mapbox and their attribute options.
+See [function reference for `px.(density_mapbox)`](https://plotly.com/python-api-reference/generated/plotly.express.density_mapbox) or https://plotly.com/python/reference/densitymapbox/ for more information about mapbox and their attribute options.

doc/python/parallel-categories-diagram.md

@@ -288,4 +288,4 @@ widgets.VBox([color_toggle, fig])
 
 #### Reference
 
-See [reference page](https://plotly.com/python/reference/parcats/) for more information and chart attribute options!
+See [function reference for `px.parallel_categories()`](https://plotly.com/python-api-reference/generated/plotly.express.parallel_categories) or [reference page](https://plotly.com/python/reference/parcats/) for more information and chart attribute options!

doc/python/parallel-coordinates-plot.md

@@ -173,4 +173,4 @@ fig.show()
 
 #### Reference
 
-See https://plotly.com/python/reference/parcoords/ for more information and chart attribute options!
+See [function reference for `px.(parallel_coordinates)`](https://plotly.com/python-api-reference/generated/plotly.express.parallel_coordinates) or https://plotly.com/python/reference/parcoords/ for more information and chart attribute options!

doc/python/pie-charts.md

@@ -304,4 +304,4 @@ fig.show()
 
 #### Reference
 
-See https://plotly.com/python/reference/pie/ for more information and chart attribute options!
+See [function reference for `px.pie()`](https://plotly.com/python-api-reference/generated/plotly.express.pie) or https://plotly.com/python/reference/pie/ for more information and chart attribute options!

doc/python/polar-chart.md

@@ -438,4 +438,4 @@ fig.show()
 
 #### Reference
 
-See https://plotly.com/python/reference/scatterpolar/ for more information and chart attribute options!
+See [function reference for `px.(scatter_polar)`](https://plotly.com/python-api-reference/generated/plotly.express.scatter_polar) or [function reference for `px.(line_polar)`](https://plotly.com/python-api-reference/generated/plotly.express.line_polar) or https://plotly.com/python/reference/scatterpolar/ for more information and chart attribute options!

doc/python/radar-chart.md

@@ -129,4 +129,4 @@ fig.show()
 
 #### Reference
 
-See https://plotly.com/python/reference/scatterpolar/ for more information and chart attribute options!
+See [function reference for `px.(line_polar)`](https://plotly.com/python-api-reference/generated/plotly.express.line_polar) or https://plotly.com/python/reference/scatterpolar/ for more information and chart attribute options!

doc/python/scatter-plots-on-maps.md

@@ -232,4 +232,4 @@ fig.show()
 
 #### Reference
 
-See https://plotly.com/python/reference/scattergeo/ and https://plotly.com/python/reference/layout/geo/ for more information and chart attribute options!
+See [function reference for `px.(scatter_geo)`](https://plotly.com/python-api-reference/generated/plotly.express.scatter_geo) or https://plotly.com/python/reference/scattergeo/ and https://plotly.com/python/reference/layout/geo/ for more information and chart attribute options!

doc/python/scattermapbox.md

@@ -247,4 +247,5 @@ fig.show()
 
 #### Reference
 
-See https://plotly.com/python/reference/scattermapbox/ for more information and options!
+See [function reference for `px.(scatter_mapbox)`](https://plotly.com/python-api-reference/generated/plotly.express.scatter_mapbox) or https://plotly.com/python/reference/scattermapbox/ for more information and options!
+

doc/python/splom.md

@@ -289,4 +289,7 @@ fig.update_layout(title=title,
                   hovermode='closest')
 
 fig.show()
-```
+```
+#### Reference
+
+See [function reference for `px.scatter_matrix()`](https://plotly.com/python-api-reference/generated/plotly.express.scatter_matrix) or https://plotly.com/python/reference/splom/ for more information and chart attribute options!

doc/python/strip-charts.md

@@ -58,3 +58,7 @@ df = px.data.tips()
 fig = px.strip(df, x="total_bill", y="time", color="sex", facet_col="day")
 fig.show()
 ```
+
+#### Reference
+
+See [function reference for `px.strip()`](https://plotly.com/python-api-reference/generated/plotly.express.strip) for more information and chart attribute options!

doc/python/sunburst-charts.md

@@ -380,4 +380,4 @@ fig.show()
 
 #### Reference
 
-See https://plotly.com/python/reference/sunburst/ for more information and chart attribute options!
+See [function reference for `px.sunburst()`](https://plotly.com/python-api-reference/generated/plotly.express.sunburst) or https://plotly.com/python/reference/sunburst/ for more information and chart attribute options!

doc/python/ternary-plots.md

@@ -126,4 +126,4 @@ fig.show()
 ```
 
 #### Reference
-See https://plotly.com/python/reference/scatterternary/ for more information and chart attribute options!
+See [function reference for `px.(scatter_ternary)`](https://plotly.com/python-api-reference/generated/plotly.express.scatter_ternary) or https://plotly.com/python/reference/scatterternary/ for more information and chart attribute options!

doc/python/treemaps.md

@@ -391,4 +391,4 @@ fig.show()
 
 #### Reference
 
-See https://plotly.com/python/reference/treemap/ for more information and chart attribute options!
+See [function reference for `px.treemap()`](https://plotly.com/python-api-reference/generated/plotly.express.treemap) or https://plotly.com/python/reference/treemap/ for more information and chart attribute options!

doc/python/violin.md

@@ -273,4 +273,4 @@ fig.show()
 
 #### Reference
 
-See https://plotly.com/python/reference/violin/ for more information and chart attribute options!
+See [function reference for `px.violin()`](https://plotly.com/python-api-reference/generated/plotly.express.violin) or https://plotly.com/python/reference/violin/ for more information and chart attribute options!

doc/python/wind-rose-charts.md

@@ -91,4 +91,4 @@ fig.show()
 
 #### Reference
 
-See https://plotly.com/python/reference/barpolar/ for more information and chart attribute options!
+See [function reference for `px.(bar_polar)`](https://plotly.com/python-api-reference/generated/plotly.express.bar_polar) or https://plotly.com/python/reference/barpolar/ for more information and chart attribute options!