Giter Club home page Giter Club logo

data-visualization-in-python's Introduction

Data Visualization in Python using Matplotlib, Seaborn and Plotly Express

This repository depicts various types of data visualization techniques with the help of three useful python libraries for data visualization: Matplotlib, Seaborn, and Plotly Express. Following data visualization operations are performed:

Data Visualization with Matplotlib and Seaborn.ipynb

Matplotlib

  1. Basic line plot
  2. Scatter plot
  3. Pie charts
  4. Histograms
  5. Multiple plots
  6. Subplots
  7. 3D plots

Seaborn

  1. Scatter plot and count plot
  2. Pair plot
  3. heatmaps/correlations
  4. dist plot

Interactive Data Visualization with Plotly Express.ipynb

  1. Interactive scatter plot
  2. Interactive bubble chart
  3. Interactive single line plot
  4. Interactive multiple line plot
  5. Interactive pie charts
  6. Interactive bar chart
  7. Interactive gantt chart
  8. Interactive sunburst

Interactive Statistical Data Visualization.ipynb

All plots in this notebook are plotted using plotly.express. This plots are useful for visualizing statistical data for data science projects.

  1. Interactive box plot
  2. Interactive histograms
  3. Interactive histograms with marginal plots
  4. Interactive density map
  5. Interactive scatter matrix
  6. Interactive violin plot
  7. Interactive 2D histogram contour plot

data-visualization-in-python's People

Contributors

kanchanchy avatar

Stargazers

avatar avatar avatar avatar avatar

Watchers

avatar

Forkers

nuelbundi muratkangal stestrepo

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.