[P] AutoPlot: perform visual data analysis using only natural language

Submitted by Swimming-Nebula-4012 t3_xwubst in MachineLearning

Hey all!

I'm excited to release AutoPlot, a tool I built to tackle the question: what if you could do any data analysis by just speaking in natural language?

No confusing scripts, Excel macros, or Matplotlib incantations.

AutoPlot allows you to explore the limits of next generation human interfaces for visually understanding data.

Here's how it works: I've provided a few datasets you can analyze out-of-the-box such as Wine, Hurricanes, and Titanic. Select one of the datasets to see a preview of its contents including its schema. When you are ready to do some visual analysis, simply provide a natural language description of what you want AutoPlot to do.

I look forward to hearing your questions/feedback.

Hope you find it fun!

https://autoplot.app/

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Comments

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Murky-Sector t1_ir8op5l wrote

I like it and if you dont mind I'm going to post the rest of the help text because the given examples are helpful

>Let's say you are looking to analyze the Wine dataset. An example of something you can ask AutoPlot:
>
>plot alcohol vs magneisum with green circles
>
>There's a whole lot more you can do here, so let your imagination roam free!
>
>As this is an experimental platform, expect some rough patches here and there 🥸.

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Swimming-Nebula-4012 OP t1_ir8orwp wrote

Thanks and hope you find it helpful!

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Mellophi t1_ir8tr2t wrote

Hey there, I actually wanted to suggest an idea and if possible also collaborate on it. Finding out the chapters in some short stories where a particular event occurs.

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Murky-Sector t1_ir9tdnc wrote

I'd love to see your work if you ever put this up on github please announce here

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SilentVariation6762 t1_irbmk28 wrote

I was trying to generate a Sankey diagram with Autoplot, but I could not get a result. Is that because AutoPlot does not know Sankey plots or the particular kind of prompt you have to give it?

I like the idea behind Autoplot!

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jobeta t1_ir8ul2v wrote

Very nice!

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nacho_biznis t1_ir97oje wrote

I tried it and it's really cool. Nice advancement. I always dread working with Matplotlib. Just can't memorize the Syntax. Any plans on making this Opensource? <3

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