Data Visualization


Data visualization is the graphic representation of data. It involves producing images that communicate relationships among the represented data to viewers of the images.

Tutorials

Visualization with Matplotlib
We'll now take an in-depth look at the Matplotlib package for visualization in Python.
visualization matplotlib tutorial article
Bokeh
Bokeh is an interactive visualization library for modern web browsers.
bokeh visualization code library
Streamlit
The fastest way to build custom ML tools.
visualization streamlit code dashboard
Creating Professional Data Visualzations
Learn how to make professional looking charts, the likes of New York Times, using Python and Altair.
visualization altair tutorial article

Libraries

General
Missingno: Missing data visualization module for Python.
Missingno provides a small toolset of flexible and easy-to-use missing data visualizations.
exploratory-data-analysis visualization notebook python
Matplotlib Style Configurator
Ever wondered what all those matplotlib rc parameters do? Here's a interactive plot style customizer, made with Streamlit.
matplotlib streamlit code demo
Visualizing Model Comparison
How we can compare the solutions learned by multiple different models.
model-comparison visualization tutorial article
Bokeh
Bokeh is an interactive visualization library for modern web browsers.
bokeh visualization code library
Pydeck
Large-scale interactive data visualization in Python
visualization pydeck code library
Beginner's Guide to Altair Visualization
Getting started with Visualization using Altair on Kaggle with this simple tutorial.
visualization exploratory-data-analysis notebook code
Missingno: Missing data visualization module for Python.
Missingno provides a small toolset of flexible and easy-to-use missing data visualizations.
exploratory-data-analysis visualization notebook python
Pandas Profiling
Generates profile reports from a pandas DataFrame.
pandas profiling code library
Whatlies
Toolkit to help visualize - what lies in word embeddings.
embeddings visualization interactive library
Table of Contents
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