Lets-Plot: An open-source plotting library by JetBrains

• SciencePlots

  8 6,444 5.9 Python

  Matplotlib styles for scientific plotting

This seems quite similar to plotnine [0], which also provides a grammar of graphics interface for Python. That said, I love ggplot and I can't wait to use this in my research! I hope we can port/re-implement ggthemes, scientificplots [1], and other ggplot libraries for lets-plot.

0: https://plotnine.readthedocs.io/en/stable/

1: https://github.com/garrettj403/SciencePlots

• plotnine

  36 3,823 9.6 Python

  A Grammar of Graphics for Python

This seems quite similar to plotnine [0], which also provides a grammar of graphics interface for Python. That said, I love ggplot and I can't wait to use this in my research! I hope we can port/re-implement ggthemes, scientificplots [1], and other ggplot libraries for lets-plot.

0: https://plotnine.readthedocs.io/en/stable/

1: https://github.com/garrettj403/SciencePlots

• InfluxDB

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• candygraph

  1 425 4.2 TypeScript

  Fast by default, flexible 2D plotting library.

This one does! https://github.com/wwwtyro/candygraph

Scroll down into the examples for some plots with lots of points: https://wwwtyro.github.io/candygraph/examples/dist/

• pygg

  1 71 10.0 Python

  ggplot2 syntax in python. Actually wrapper around Wickham's ggplot2 in R (by sirrice)

Thats really cool! Does it reimplement ggplot2 in python? pygg is a lightweight library that transpiles ggplot syntax in python into R ggplot2 code. Downside is that it is not interactive and executes in R; upside is it run hadley’s ggplot inplementation in R.

https://github.com/sirrice/pygg

• implot

  17 4,323 6.7 C++

  Immediate Mode Plotting

• imgui-java

  5 509 6.8 Java

  JNI based binding for Dear ImGui

• PyQtGraph

  25 3,667 9.1 Python

  Fast data visualization and GUI tools for scientific / engineering applications

  

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• awesome-echarts

  1 1,260 3.9

  Awesome list of Apache ECharts

  

ggplot2 is great for exploring data. Once it was a unique selling point for R.

For Dashboards I prefer Apache ECharts:

https://github.com/ecomfe/awesome-echarts

• plotly.rs

  7 957 4.7 Rust

  Plotly for Rust

  

That's odd. Are you sure this is not related to Jupyter? I use plotly.js via a Rust wrapper (https://github.com/igiagkiozis/plotly) and the performance seems ok when generating a static, interactive html. The wrapper language itself should be irrelevant here. Is it the same if you generate a static html-file?

While I can't speak for millions of data points, generating a gyroscope plot with x, y, z, where each gyro axis is 400k+ samples is fine performance wise. This is generating a static, interactive html. Zooming etc is fine on my M1 MacbookPro 13" - delay when zooming in this specific case is maybe 0.5secs. The html-file is 60mb+.

• Pipe

  6 1,852 5.3 Python

  A Python library to use infix notation in Python

The Apache Beam SDK for Python is another example. It has its own pipe expressions (|, >>, |>, etc.).

[1] https://github.com/JulienPalard/Pipe

• echarts-for-react

  6 4,359 3.1 TypeScript

  ⛳️ Apache ECharts components for React wrapper. 一个简单的 Apache echarts 的 React 封装。

• datashader

  1 3,202 7.9 Python

  Quickly and accurately render even the largest data.

  

If you use Julia, Makie crushes this use case and comes with great Python interop.

https://github.com/holoviz/datashader is a good one in the Python ecosystem.

Suggest a related project