Example Code Notebooks for Data Visualization in Python

Overview

Twitter@javedali LinkedIn@javedali LinkedIn@javedali


Data-Visualization-in-Python


This repository contains sample code scripts for creating awesome data visualizations from scratch using different python libraries (such as matplotlib, plotly, seaborn) with the help of example notebooks. For sample code with datasets, please check individual folder.

If you find these resources useful, give this repository a star ⭐️ .


Python libraries for data visualization

  • altair - Declarative statistical visualizations, based on Vega-Lite.
  • 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 on R'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 of plotly.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.
Owner
Javed Ali
Javed Ali
Practical-statistics-for-data-scientists - Code repository for O'Reilly book

Code repository Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python by Peter Bruce, Andrew Bruce, and Peter Gedeck Pub

1.7k Jan 04, 2023
Write python locally, execute SQL in your data warehouse

RasgoQL Write python locally, execute SQL in your data warehouse ≪ Read the Docs · Join Our Slack » RasgoQL is a Python package that enables you to ea

Rasgo 265 Nov 21, 2022
Painlessly create beautiful matplotlib plots.

Announcement Thank you to everyone who has used prettyplotlib and made it what it is today! Unfortunately, I no longer have the bandwidth to maintain

Olga Botvinnik 1.6k Jan 06, 2023
Rockstar - Makes you a Rockstar C++ Programmer in 2 minutes

Rockstar Rockstar is one amazing library, which will make you a Rockstar Programmer in just 2 minutes. In last decade, people learned C++ in 21 days.

4k Jan 05, 2023
A set of useful perceptually uniform colormaps for plotting scientific data

Colorcet: Collection of perceptually uniform colormaps Build Status Coverage Latest dev release Latest release Docs What is it? Colorcet is a collecti

HoloViz 590 Dec 31, 2022
PyPassword is a simple follow up to PyPassphrase

PyPassword PyPassword is a simple follow up to PyPassphrase. After finishing that project it occured to me that while some may wish to use that option

Scotty 2 Jan 22, 2022
A minimalistic wrapper around PyOpenGL to save development time

glpy glpy is pyOpenGl wrapper which lets you work with pyOpenGl easily.It is not meant to be a replacement for pyOpenGl but runs on top of pyOpenGl to

Abhinav 9 Apr 02, 2022
Create a visualization for Trump's Tweeted Words Using Python

Data Trump's Tweeted Words This plot illustrates twitter word occurences. We already did the coding I needed for this plot, so I was very inspired to

7 Mar 27, 2022
Create HTML profiling reports from pandas DataFrame objects

Pandas Profiling Documentation | Slack | Stack Overflow Generates profile reports from a pandas DataFrame. The pandas df.describe() function is great

10k Jan 01, 2023
Sparkling Pandas

SparklingPandas SparklingPandas aims to make it easy to use the distributed computing power of PySpark to scale your data analysis with Pandas. Sparkl

366 Oct 27, 2022
Drug design and development team HackBio internship is a virtual bioinformatics program that introduces students and professional to advanced practical bioinformatics and its applications globally.

-Nyokong. Drug design and development team HackBio internship is a virtual bioinformatics program that introduces students and professional to advance

4 Aug 04, 2022
This is a small program that prints a user friendly, visual representation, of your current bsp tree

bspcq, q for query A bspc analyzer (utility for bspwm) This is a small program that prints a user friendly, visual representation, of your current bsp

nedia 9 Apr 24, 2022
A Jupyter - Leaflet.js bridge

ipyleaflet A Jupyter / Leaflet bridge enabling interactive maps in the Jupyter notebook. Usage Selecting a basemap for a leaflet map: Loading a geojso

Jupyter Widgets 1.3k Dec 27, 2022
Mattia Ficarelli 2 Mar 29, 2022
Graphical visualizer for spectralyze by Lauchmelder23

spectralyze visualizer Graphical visualizer for spectralyze by Lauchmelder23 Install Install matplotlib and ffmpeg. Put ffmpeg.exe in same folder as v

Matthew 1 Dec 21, 2021
A Jupyter - Three.js bridge

pythreejs A Python / ThreeJS bridge utilizing the Jupyter widget infrastructure. Getting Started Installation Using pip: pip install pythreejs And the

Jupyter Widgets 844 Dec 27, 2022
This repository contains a streaming Dataflow pipeline written in Python with Apache Beam, reading data from PubSub.

Sample streaming Dataflow pipeline written in Python This repository contains a streaming Dataflow pipeline written in Python with Apache Beam, readin

Israel Herraiz 9 Mar 18, 2022
A simple, fast, extensible python library for data validation.

Validr A simple, fast, extensible python library for data validation. Simple and readable schema 10X faster than jsonschema, 40X faster than schematic

kk 209 Sep 19, 2022
A Python package for caclulations and visualizations in geological sciences.

geo_calcs A Python package for caclulations and visualizations in geological sciences. Free software: MIT license Documentation: https://geo-calcs.rea

Drew Heasman 1 Jul 12, 2022
visualize_ML is a python package made to visualize some of the steps involved while dealing with a Machine Learning problem

visualize_ML visualize_ML is a python package made to visualize some of the steps involved while dealing with a Machine Learning problem. It is build

Ayush Singh 164 Dec 12, 2022