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Rethinking Data Visualisation Apps with PyScript

Abstract

PyScript has the great potential to change the way in which Data Science can be delivered and democratised completely.

Running Python directly in the browser, you can really get the experience of running Python anywhere, any time, using the browser as a ubiquitous virtual machine. Moreover, its native integration with Javascript simplifies the way in which these two technology can finally interact, bringing the .

Data Visualisation is perhaps one of the most impactful scenarios in which PyScript can have its say. PyScript enables the creation of self-contained interactive data-viz apps, leveraging on the full Scipy/PyData stack, along with other well-known JS library like d3.js.

In the first part of my talk, I will introduce PyScript, its growing ecosystem, and some of the main features which are particularly relevant from a data science perspective. Afterwards, I will showcase several examples of data-viz apps using multiple Python and Javascript libraries, demonstrating how PyScript can change the way in which interactive visualisation apps can be designed and delivered for complex data use cases.

Slides

Slides of the talk are hosted on this repo, and made available via GitHub Page: https://leriomaggio.github.io/pyscript-dataviz/talk/

Examples

The collection of the examples are also hosted (and "deployed" 😉) on this repo, and available via GitHub Page: https://leriomaggio.github.io/pyscript-dataviz/examples/

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Rethinking Data Visualisation with PyScript

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