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Curated Python Notebooks for Amazing Data Visualization
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This repository contains sample code for creating awesome data visualizations from scratch using differentpython
libraries (such asmatplotlib
,plotly
,seaborn
) with the help of example notebooks. Please see the individual folder for python jupyter notebooks and datasets.
If you find these resources useful, please give this repository a star ⭐️.
- altair - Declarative statistical visualizations, based on Vega-Lite.
- PyGWalker - Turn your pandas dataframe into a Tableau-style User Interface for visual analysis.
- bokeh - Interactive Web Plotting for Python.
- bqplot - plotting library for IPython/Jupyter notebooks - front-end in d3
- Chartify - Bokeh wrapper that makes it easy for data scientists to create charts.
- dash - Dash is a Python framework for building analytical web applications
- diagram - Text mode diagrams using UTF-8 characters
- ggplot - plotting system based onR's ggplot2.
- glumpy - OpenGL scientific visualizations library.
- holoviews - Complex and declarative visualizations from annotated data.
- mayai - interactive scientific data visualization and 3D plotting in Python.
- matplotlib - 2D plotting library.
- missingno - provides flexible toolset of data-visualization utilities that allows quick visual summary of the completeness of your dataset, based on matplotlib.
- plotly - Interactive web based visualization built on top ofplotly.js
- PyQtGraph - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
- PyVista – 3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)
- seaborn - A library for making attractive and informative statistical graphics.
- toyplot - The kid-sized plotting toolkit for Python with grownup-sized goals.
- three.py - Easy to use 3D library based on PyOpenGL. Inspired by Three.js.
- veusz - Python multiplatform GUI plotting tool and graphing library
- VisPy - High-performance scientific visualization based on OpenGL.
- vtk - 3D computer graphics, image processing, and visualization that includes a Python interface.
- PyGMT - PyGMT is a library for processing geospatial and geophysical data and making publication quality maps and figures. It provides a Pythonic interface for the Generic Mapping Tools (GMT), a command-line program widely used in the Earth Sciences.
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