René's URL Explorer Experiment


Title: High performance visualization in Python

Open Graph Title: High

X Title: High

Description: Detailed examples of High Performance Visualization including changing color, size, log axes, and more in Python.

Open Graph Description: Detailed examples of High Performance Visualization including changing color, size, log axes, and more in Python.

X Description: Detailed examples of High Performance Visualization including changing color, size, log axes, and more in Python.

X: @plotlygraphs

direct link

Domain: plotly.com

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twitter:urlhttps://plotly.com/python/performance/
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Links:

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https://plotly.com/python/
https://plotly.com/python/
Python (v6.5.0) https://plotly.com/python/
R https://plotly.com/r/
Julia https://plotly.com/julia/
Javascript (v3.3.0) https://plotly.com/javascript/
ggplot2 https://plotly.com/ggplot2/
MATLAB https://plotly.com/matlab/
F# https://plotly.com/fsharp/
Download Studiohttps://plotly.com/studio?utm_source=graphing_libraries&utm_medium=documentation&utm_campaign=studio_cloud_community&utm_content=header
Studio and Cloud Pricinghttps://plotly.com/pricing?utm_source=graphing_libraries&utm_medium=documentation&utm_content=header
Dash Enterprise Pricinghttps://plotly.com/get-pricing?utm_source=graphing_libraries&utm_medium=documentation&utm_content=header
https://plotly.com/python/
Getting Startedhttps://plotly.com/python/getting-started
Is Plotly Free?https://plotly.com/python/is-plotly-free
Figure Referencehttps://plotly.com/python/reference/index/
API Referencehttps://plotly.com/python-api-reference
Dashhttps://dash.plotly.com/tutorial
GitHubhttps://github.com/plotly/plotly.py
community.plotly.comhttp://community.plotly.com/
https://plotly.com/webinars/new-plotly-studio-ai-bi-analytics/?utm_source=graphing_libraries&utm_medium=documentation&utm_campaign=new-plotly-studio-jan-2026&utm_content=sidebar
Python https://plotly.com/python
Basic Chartshttps://plotly.com/python/basic-charts
Suggest an edit to this page https://github.com/plotly/plotly.py/edit/doc-prod/doc/python/performance.md
Try Plotly Studio now.https://plotly.com/studio?utm_source=graphing_libraries&utm_medium=documentation&utm_campaign=studio_cloud_community&utm_content=sidebar
https://plotly.com/python/performance/#DataFrame-Types
dataframe interchange protocolhttps://data-apis.org/dataframe-protocol/latest/
the Plotly Express Arguments pagehttps://plotly.com/python/px-arguments
https://plotly.com/python/performance/#NumPy-and-NumPy-Convertible-Arrays-for-Improved-Performance
https://plotly.com/python/performance/#Arrays-and-Data-Types-Supported
array data typeshttps://numpy.org/devdocs/reference/arrays.scalars.html
also specify the dtypehttps://numpy.org/doc/stable/user/basics.types.html#array-types-and-conversions-between-types
https://plotly.com/python/performance/#Dash-Design-Kit-Compatibility
https://plotly.com/python/performance/#Unsupported-Attributes
https://plotly.com/python/performance/#Example-with-NumPy-Arrays
https://plotly.com/python/performance/#WebGL
https://plotly.com/python/performance/#WebGL-Limitations-and-Tradeoffs
https://plotly.com/python/performance/#Multiple-WebGL-Contexts
Virtual WebGLhttps://github.com/greggman/virtual-webgl
https://unpkg.com/virtual-webgl@1.0.6/src/virtual-webgl.jshttps://unpkg.com/virtual-webgl@1.0.6/src/virtual-webgl.js
HTML magic commandhttps://ipython.readthedocs.io/en/stable/interactive/magics.html#cellmagic-html
https://plotly.com/python/performance/#WebGL-for-Scatter-Performance
datashaderhttps://plotly.com/python/datashader/
https://plotly.com/python/performance/#WebGL-with-Plotly-Express
https://plotly.com/python/performance/#WebGL-with-1,000,000-points-with-Graph-Objects
the more generic go.Scattergl class from plotly.graph_objectshttps://plotly.com/python/graph-objects/
https://plotly.com/python/reference/scattergl/https://plotly.com/python/reference/scattergl/
https://plotly.com/python/performance/#Datashader
Datashaderhttps://datashader.org/
https://plotly.com/python/performance/#Passing-Datashader-Rasters-as-a-Tile-Map-Image-Layer
the tile map layers tutorialhttps://plotly.com/python/tile-map-layers
https://plotly.com/python/performance/#Exploring-Correlations-of-a-Large-Dataset
https://www.kaggle.com/usdot/flight-delayshttps://www.kaggle.com/usdot/flight-delays
2d histogramhttps://plotly.com/python/2d-histogram-contour/
https://plotly.com/python/performance/#What-About-Dash?
Dashhttps://dash.plot.ly/
https://dash.plot.ly/installationhttps://dash.plot.ly/installation
Graph componenthttps://dash.plot.ly/dash-core-components/graph
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