GPT-3 Does The Work™️ on generating SVG charts, with a quick web app I built with @billyjeanbillyj. With a short sentence describing what you want to plot, its able to generate charts with titles, labels and legends from about a dozen primed examples. cc @gdb

Jul 21, 2020 · 3:23 AM UTC

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It works by compiling the sentences to vega-lite (@vega_vis) by @arvindsatya1, @kanitw, @domoritz, and Jeffery Heer. Vega a high level grammar of interactive graphics built for exploratory data visualization.
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The next step is testing the limits of GPT-3's semantic search to visualize arbitrary data content within its memory set. It seems to have a baseline understanding of arbitrary statistics it'd be amazing to autoplot everything it knows.
Sharif Shameem
 @sharifshameem
13 Jul 2020
This is mind blowing. With GPT-3, I built a layout generator where you just describe any layout you want, and it generates the JSX code for you. W H A T
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Replying to @aquariusacquah @gdb @BillyJeanBillyJ
Nice, I was working on priming it with Chartjs. Generates pretty good scripts after 4 examples. Though it stumbles in matching the parenthesis a little, I think with a little bit more priming it should work.
C Chaitanya @nutanc
21 Jul 2020
Replying to @nutanc
Starting the day with a chart building demo. Primed GPT-3 with Chartjs scripts to generate the below.
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Yeah, the reason I used vega is that it wasn't code, it allows a variety of charts to be specified with a JSON. Once I leveraged that abstraction it was able to get it with very few syntax errors
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Replying to @aquariusacquah @BillyJeanBillyJ @gdb
Keen, please clarify what this demo is showing. Are these data just invented by the model, or are they being pulled from some source based on the user query?
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Yep, every chart uses data from this dataset github.com/vega/vega/blob/ma…
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Replying to @aquariusacquah @BillyJeanBillyJ @gdb
@alxandrecarlier I think you’d find this interesting
Replying to @aquariusacquah
can you try it with D3?
Jaume Sanchez Elias 🇺🇦 @thespite
20 Jul 2020
I will believe in the power of GPT-3 when it manages to understand instructions to create D3 code that works
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Replying to @aquariusacquah @BillyJeanBillyJ @gdb
Awesome stuff dude
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Replying to @aquariusacquah @BillyJeanBillyJ @gdb
awesome
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