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Add confidence interval bootstrap plot #31

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robotenique opened this issue Mar 27, 2019 · 3 comments
Closed

Add confidence interval bootstrap plot #31

robotenique opened this issue Mar 27, 2019 · 3 comments

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@robotenique
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In seaborn, when we use sns.pointplot, it calculates the confidence interval using a simple bootstrap if there's multiple values for a given x, and it's very handy. I think it would be awesome if plotly express could do something like that in an easy manner. Currently I have to calculate individually and manually these confidence intervals to plot in plotly.

This is an example of a pointplot:
http://mitalbalar.com/img/output_29_0.png

@nicolaskruchten
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Thanks for the suggestion!

This is an area where Plotly Express will likely not go as far as Seaborn into the stats/modelling piece of things versus just displaying the data it's given... I want to avoid issues of reproducibility/telling people how to model their data as much as possible :)

@wjaskowski
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The lack of seaborn-like interface for plotly has been stopping me for using plotly for a long time - now it is! - but some confidence intervals (like bootstrapping) are a must - this is should be very simple.

@nicolaskruchten
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I'm going to close this issue in favour of plotly/plotly.py#2418 wherein we will (someday!) add the ability for folks to plug in their own confidence-interval calculations.

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3 participants