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A data visualization and analytics component, especially well-suited for large and/or streaming datasets.

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Perspective Perspective

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Perspective is an interactive analytics and data visualization component, which is especially well-suited for large and/or streaming datasets. Use it to create user-configurable reports, dashboards, notebooks and applications, then deploy stand-alone in the browser, or in concert with Python and/or Jupyterlab.

Features

  • A fast, memory efficient streaming query engine, written in C++ and compiled for both WebAssembly and Python, with read/write/streaming for Apache Arrow, and a high-performance columnar expression language based on ExprTK.

  • A framework-agnostic User Interface packaged as a Custom Element, powered either in-browser via WebAssembly or virtually via WebSocket server (Python/Node).

  • A JupyterLab widget and Python client library, for interactive data analysis in a notebook, as well as scalable production Voila applications.


Examples

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CSV Superstore

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A data visualization and analytics component, especially well-suited for large and/or streaming datasets.

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  • C++ 47.6%
  • JavaScript 20.5%
  • Rust 16.9%
  • Python 8.7%
  • Less 4.3%
  • TypeScript 1.8%
  • Other 0.2%