Next release docs updates + upgrade plotly.js version

[LiamConnors]

• Adds Shapes in Legends docs @archmoj
• Updates plotly.js to 2.25.2
• Updates docs about dataframes - removing mention of full dataframe only interchange necessary columns #4286

Documentation PR

• I've seen the doc/README.md file
• This change runs in the current version of Plotly on PyPI and targets the doc-prod branch OR it targets the master branch
• If this PR modifies the first example in a page or adds a new one, it is a px example if at all possible
• Every new/modified example has a descriptive title and motivating sentence or paragraph
• Every new/modified example is independently runnable
• Every new/modified example is optimized for short line count and focuses on the Plotly/visualization-related aspects of the example rather than the computation required to produce the data being visualized
• Meaningful/relatable datasets are used for all new examples instead of randomly-generated data where possible
• The random seed is set if using randomly-generated data in new/modified examples
• New/modified remote datasets are loaded from https://plotly.github.io/datasets and added to https://github.com/plotly/datasets
• Large computations are avoided in the new/modified examples in favour of loading remote datasets that represent the output of such computations
• Imports are plotly.graph_objects as go / plotly.express as px / plotly.io as pio
• Data frames are always called df
• fig = <something> call is high up in each new/modified example (either px.<something> or make_subplots or go.Figure)
• Liberal use is made of fig.add_* and fig.update_* rather than go.Figure(data=..., layout=...) in every new/modified example
• Specific adders and updaters like fig.add_shape and fig.update_xaxes are used instead of big fig.update_layout calls in every new/modified example
• fig.show() is at the end of each new/modified example
• plotly.plot() and plotly.iplot() are not used in any new/modified example
• Hex codes for colors are not used in any new/modified example in favour of these nice ones

[archmoj]

Excellent.
Thanks @LiamConnors
💃

[LiamConnors]

@archmoj @alexcjohnson sounds like plotly/plotly.js#6679 wouldn't be accessible in Plotly.py. Is that correct? I didn't add anything for it here.

[alexcjohnson]

sounds like plotly/plotly.js#6679 wouldn't be accessible in Plotly.py. Is that correct?

That's correct, Plotly.deleteActiveShape is useful in Dash and plain Plotly.js but not Plotly.py

[LiamConnors]

Docs for autoranges on a separate PR:
#4307

[alexcjohnson]

💃