diff --git a/doc/python/configuration-options.md b/doc/python/configuration-options.md
index 7ca1df051a1..62fe7d51664 100644
--- a/doc/python/configuration-options.md
+++ b/doc/python/configuration-options.md
@@ -230,7 +230,7 @@ fig.show(config=config)
To delete buttons from the modebar, pass an array of strings containing the names of the buttons you want to remove to the `modeBarButtonsToRemove` attribute in the figure's configuration dictionary. Note that different chart types have different default modebars. The following is a list of all the modebar buttons and the chart types they are associated with:
- **2D**: `zoom2d`, `pan2d`, `select2d`, `lasso2d`, `zoomIn2d`, `zoomOut2d`, `autoScale2d`, `resetScale2d`
- - **3D**: `zoom3d`, `pan3d`, `rbitRotation`, `tableRotation`, `handleDrag3d`, `resetCameraDefault3d`, `resetCameraLastSave3d`, `hoverClosest3d`
+ - **3D**: `zoom3d`, `pan3d`, `orbitRotation`, `tableRotation`, `handleDrag3d`, `resetCameraDefault3d`, `resetCameraLastSave3d`, `hoverClosest3d`
- **Cartesian**: `hoverClosestCartesian`, `hoverCompareCartesian`
- **Geo**: `zoomInGeo`, `zoomOutGeo`, `resetGeo`, `hoverClosestGeo`
- **Other**: `hoverClosestGl2d`, `hoverClosestPie`, `toggleHover`, `resetViews`, `toImage: sendDataToCloud`, `toggleSpikelines`, `resetViewMapbox`
diff --git a/doc/python/creating-and-updating-figures.md b/doc/python/creating-and-updating-figures.md
index 43d5c4a9cef..571aabf8e42 100644
--- a/doc/python/creating-and-updating-figures.md
+++ b/doc/python/creating-and-updating-figures.md
@@ -321,7 +321,7 @@ import plotly.graph_objects as go
fig = go.Figure(
data=[go.Scatter(y=[1, 3, 2], line=dict(color="crimson"))],
- layout=dict(title=dict(text="A Graph Object Figure With Magic Underscore Notation"))
+ layout=dict(title=dict(text="A Graph Objects Figure Without Magic Underscore Notation"))
)
fig.show()
@@ -334,7 +334,7 @@ import plotly.graph_objects as go
fig = go.Figure(
data=[go.Scatter(y=[1, 3, 2], line_color="crimson")],
- layout_title_text="Another Graph Object Figure With Magic Underscore Notation"
+ layout_title_text="A Graph Objects Figure With Magic Underscore Notation"
)
fig.show()
diff --git a/doc/python/figure-structure.md b/doc/python/figure-structure.md
index 7c4a6b5cfc5..f09600e7d43 100644
--- a/doc/python/figure-structure.md
+++ b/doc/python/figure-structure.md
@@ -197,7 +197,7 @@ The following trace types are their own subplots and support a domain attribute:
* [`parcoords`](/python/parallel-coordinates-plot/) and [`parcats`](/python/parallel-categories-diagram/): continuous and categorical multidimensional figures with [parallel coordinates](/python/parallel-coordinates-plot/) and [parallel sets](/python/parallel-categories-diagram/)
* [`sankey`](/python/sankey-diagram/): [flow diagrams](/python/sankey-diagram/)
* [`table`](/python/table/): [text-based tables](/python/table/)
-* [`indicator`](http://indicators/): big numbers, [gauges](/python/gauge-charts/), and [bullet charts](/python/bullet-charts/)
+* [`indicator`](/python/indicator/): big numbers, [gauges](/python/gauge-charts/), and [bullet charts](/python/bullet-charts/)
### Carpet Trace Types and Subplots
diff --git a/doc/python/tick-formatting.md b/doc/python/tick-formatting.md
index 408bf36e1f0..80129009dfe 100644
--- a/doc/python/tick-formatting.md
+++ b/doc/python/tick-formatting.md
@@ -64,7 +64,7 @@ If `"array"`, the placement of the ticks is set via `tickvals` and the tick text
```python
import plotly.graph_objects as go
-go.Figure(go.Scatter(
+fig = go.Figure(go.Scatter(
x = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12],
y = [28.8, 28.5, 37, 56.8, 69.7, 79.7, 78.5, 77.8, 74.1, 62.6, 45.3, 39.9]
))
@@ -101,7 +101,7 @@ For more formatting types, see: https://github.com/d3/d3-format/blob/master/READ
```python
import plotly.graph_objects as go
-go.Figure(go.Scatter(
+fig = go.Figure(go.Scatter(
x = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12],
y = [28.8, 28.5, 37, 56.8, 69.7, 79.7, 78.5, 77.8, 74.1, 62.6, 45.3, 39.9]
))
diff --git a/doc/unconverted/python/LaTeX.md b/doc/unconverted/python/LaTeX.md
deleted file mode 100644
index bd3f2b9747a..00000000000
--- a/doc/unconverted/python/LaTeX.md
+++ /dev/null
@@ -1,88 +0,0 @@
----
-jupyter:
- jupytext:
- notebook_metadata_filter: all
- text_representation:
- extension: .md
- format_name: markdown
- format_version: '1.1'
- jupytext_version: 1.1.1
- kernelspec:
- display_name: Python 3
- language: python
- name: python3
- plotly:
- description: How to add LaTeX to python graphs.
- display_as: advanced_opt
- language: python
- layout: base
- name: LaTeX
- order: 3
- page_type: u-guide
- permalink: python/LaTeX/
- thumbnail: thumbnail/latex.jpg
----
-
-#### New to Plotly?
-Plotly's Python library is free and open source! [Get started](https://plot.ly/python/getting-started/) by downloading the client and [reading the primer](https://plot.ly/python/getting-started/).
-
You can set up Plotly to work in [online](https://plot.ly/python/getting-started/#initialization-for-online-plotting) or [offline](https://plot.ly/python/getting-started/#initialization-for-offline-plotting) mode, or in [jupyter notebooks](https://plot.ly/python/getting-started/#start-plotting-online).
-
We also have a quick-reference [cheatsheet](https://images.plot.ly/plotly-documentation/images/python_cheat_sheet.pdf) (new!) to help you get started!
-
-
-#### Version Check
-Plotly's python package is updated frequently. Run `pip install plotly --upgrade` to use the latest version.
-
-```python
-import plotly
-plotly.__version__
-```
-
-#### LaTeX Typesetting
-
-```python
-import plotly.plotly as py
-import plotly.graph_objs as go
-
-trace1 = go.Scatter(
- x=[1, 2, 3, 4],
- y=[1, 4, 9, 16],
- name=r'$\alpha_{1c} = 352 \pm 11 \text{ km s}^{-1}$'
-)
-trace2 = go.Scatter(
- x=[1, 2, 3, 4],
- y=[0.5, 2, 4.5, 8],
- name=r'$\beta_{1c} = 25 \pm 11 \text{ km s}^{-1}$'
-)
-data = [trace1, trace2]
-layout = go.Layout(
- xaxis=dict(
- title=r'$\sqrt{(n_\text{c}(t|{T_\text{early}}))}$'
- ),
- yaxis=dict(
- title=r'$d, r \text{ (solar radius)}$'
- )
-)
-fig = go.Figure(data=data, layout=layout)
-py.iplot(fig, filename='latex')
-```
-
-```python
-from IPython.display import display, HTML
-
-display(HTML(''))
-display(HTML(''))
-
-! pip install git+https://github.com/plotly/publisher.git --upgrade
-import publisher
-publisher.publish(
- 'latex-typesetting.ipynb', 'python/LaTeX/', 'LaTeX',
- 'How to add LaTeX to python graphs.',
- title = 'Python LaTeX | Examples | Plotly',
- has_thumbnail='true', thumbnail='thumbnail/latex.jpg',
- language='python',
- display_as='style_opt', order=3, ipynb='~notebook_demo/268')
-```
-
-```python
-
-```