Advanced_Data_Visualization_Tools - The present hands-on lab mainly uses Immigration to Canada dataset and employs advanced visualization tools such as word cloud, and waffle plot to display relations between features within the dataset.

Overview

Hands-on Practice Learning Lab for Data Science

image

Overview


This hands on practice lab is a part of Data Visualization with Python course offered by Coursera.org.

The present hands on lab mainly uses Immigration to Canada dataset and employs the following advanced visualization tools to display relations between features within the dataset:

  • Bubble plot
  • Waffle chart
  • Word cloud
  • Map plot using Folium
  • Choropleth plot using Folium
  • Sunburst plot using Plotly
  • Treemap plot using Plotly

✓ Link to the Immigration to Canada dataset: Link
✓ Link to the notebook: Link

About The Author

image

  • Farhad Davaripour is a finite element specialist/data scientist with 3 years of experience working in research and development roles. He has a knack for problem-solving and passion for data science (He is in training).
  • Currently He is taking the data science fundamental courses as a part of IBM Data Science Professional Certificate.
  • Connect with Farhad on LinkedIn
Owner
Farhad Davaripour, Ph.D.
Farhad is a postdoctoral fellow with a knack for problem-solving and a passion for data science.
Farhad Davaripour, Ph.D.
IPython/Jupyter notebook module for Vega and Vega-Lite

IPython Vega IPython/Jupyter notebook module for Vega 5, and Vega-Lite 4. Notebooks with embedded visualizations can be viewed on GitHub and nbviewer.

Vega 335 Nov 29, 2022
Automatically visualize your pandas dataframe via a single print! 📊 💡

A Python API for Intelligent Visual Discovery Lux is a Python library that facilitate fast and easy data exploration by automating the visualization a

Lux 4.3k Dec 28, 2022
Schema validation for Xarray objects

xarray-schema Schema validation for Xarray installation This package is in the early stages of development. Install it from source: pip install git+gi

carbonplan 22 Oct 31, 2022
Yata is a fast, simple and easy Data Visulaization tool, running on python dash

Yata is a fast, simple and easy Data Visulaization tool, running on python dash. The main goal of Yata is to provide a easy way for persons with little programming knowledge to visualize their data e

Cybercreek 3 Jun 28, 2021
Visualizations of linear algebra algorithms for people who want a deep understanding

Visualising algorithms on symmetric matrices Examples QR algorithm and LR algorithm Here, we have a GIF animation of an interactive visualisation of t

ogogmad 3 May 05, 2022
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
Data aggregated from the reports found at the MCPS COVID Dashboard into a set of visualizations.

Montgomery County Public Schools COVID-19 Visualizer Contents About this project Data Support this project About this project Data All data we use can

James 3 Jan 19, 2022
3D Vision functions with end-to-end support for deep learning developers, written in Ivy.

Ivy vision focuses predominantly on 3D vision, with functions for camera geometry, image projections, co-ordinate frame transformations, forward warping, inverse warping, optical flow, depth triangul

Ivy 61 Dec 29, 2022
Geospatial Data Visualization using PyGMT

Example script to visualize topographic data, earthquake data, and tomographic data on a map

Utpal Kumar 2 Jul 30, 2022
Example scripts for generating plots of Bohemian matrices

Bohemian Eigenvalue Plotting Examples This repository contains examples of generating plots of Bohemian eigenvalues. The examples in this repository a

Bohemian Matrices 5 Nov 12, 2022
Chem: collection of mostly python code for molecular visualization, QM/MM, FEP, etc

chem: collection of mostly python code for molecular visualization, QM/MM, FEP,

5 Sep 02, 2022
With Holoviews, your data visualizes itself.

HoloViews Stop plotting your data - annotate your data and let it visualize itself. HoloViews is an open-source Python library designed to make data a

HoloViz 2.3k Jan 02, 2023
Python library that makes it easy for data scientists to create charts.

Chartify Chartify is a Python library that makes it easy for data scientists to create charts. Why use Chartify? Consistent input data format: Spend l

Spotify 3.2k Jan 04, 2023
Plotting library for IPython/Jupyter notebooks

bqplot 2-D plotting library for Project Jupyter Introduction bqplot is a 2-D visualization system for Jupyter, based on the constructs of the Grammar

3.4k Dec 30, 2022
Piglet-shaders - PoC of custom shaders for Piglet

Piglet custom shader PoC This is a PoC for compiling Piglet fragment shaders usi

6 Mar 10, 2022
Easily convert matplotlib plots from Python into interactive Leaflet web maps.

mplleaflet mplleaflet is a Python library that converts a matplotlib plot into a webpage containing a pannable, zoomable Leaflet map. It can also embe

Jacob Wasserman 502 Dec 28, 2022
GitHub English Top Charts

Help you discover excellent English projects and get rid of the interference of other spoken language.

kon9chunkit 529 Jan 02, 2023
Example Code Notebooks for Data Visualization in Python

This repository contains sample code scripts for creating awesome data visualizations from scratch using different python libraries (such as matplotli

Javed Ali 27 Jan 04, 2023
Mapomatic - Automatic mapping of compiled circuits to low-noise sub-graphs

mapomatic Automatic mapping of compiled circuits to low-noise sub-graphs Overvie

Qiskit Partners 27 Nov 06, 2022
Simple, realtime visualization of neural network training performance.

pastalog Simple, realtime visualization server for training neural networks. Use with Lasagne, Keras, Tensorflow, Torch, Theano, and basically everyth

Rewon Child 416 Dec 29, 2022