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.
Sci palettes for matplotlib/seaborn

sci palettes for matplotlib/seaborn Installation python3 -m pip install sci-palettes Usage import seaborn as sns import matplotlib.pyplot as plt impor

Qingdong Su 2 Jun 07, 2022
EPViz is a tool to aid researchers in developing, validating, and reporting their predictive modeling outputs.

EPViz (EEG Prediction Visualizer) EPViz is a tool to aid researchers in developing, validating, and reporting their predictive modeling outputs. A lig

Jeff 2 Oct 19, 2022
Design your own matplotlib stylefile interactively

Tired of playing with font sizes and other matplotlib parameters every time you start a new project or write a new plotting function? Want all you plots have the same style? Use matplotlib configurat

yobi byte 207 Dec 08, 2022
This plugin plots the time you spent on a tag as a histogram.

This plugin plots the time you spent on a tag as a histogram.

Tom Dörr 7 Sep 09, 2022
Splore - a simple graphical interface for scrolling through and exploring data sets of molecules

Scroll through and exPLORE molecule sets The splore framework aims to offer a si

3 Jun 18, 2022
Lightspin AWS IAM Vulnerability Scanner

Red-Shadow Lightspin AWS IAM Vulnerability Scanner Description Scan your AWS IAM Configuration for shadow admins in AWS IAM based on misconfigured den

Lightspin 90 Dec 14, 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
A script written in Python that generate output custom color (HEX or RGB input to x1b hexadecimal)

ColorShell ─ 1.5 Planned for v2: setup.sh for setup alias This script converts HEX and RGB code to x1b x1b is code for colorize outputs, works on ou

Riley 4 Oct 31, 2021
Tidy data structures, summaries, and visualisations for missing data

naniar naniar provides principled, tidy ways to summarise, visualise, and manipulate missing data with minimal deviations from the workflows in ggplot

Nicholas Tierney 611 Dec 22, 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
Designed a greedy algorithm based on Markov sequential decision-making process in MATLAB/Python to optimize using Gurobi solver

Designed a greedy algorithm based on Markov sequential decision-making process in MATLAB/Python to optimize using Gurobi solver, the wheel size, gear shifting sequence by modeling drivetrain constrai

Sabbella Prasanna 1 Jan 11, 2022
Standardized plots and visualizations in Python

Standardized plots and visualizations in Python pltviz is a Python package for standardized visualization. Routine and novel plotting approaches are f

Andrew Tavis McAllister 0 Jul 09, 2022
matplotlib: plotting with Python

Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python. Check out our home page for more inform

Matplotlib Developers 16.7k Jan 08, 2023
A filler visualizer built using python

filler-visualizer 42 filler のログをビジュアライズしてスポーツさながら楽しむことができます! Usage (標準入力でvisualizer.pyに渡せばALL OK) 1. 既にあるログをビジュアライズする $ ./filler_vm -t 3 -p1 john_fill

Takumi Hara 1 Nov 04, 2021
A Python wrapper of Neighbor Retrieval Visualizer (NeRV)

PyNeRV A Python wrapper of the dimensionality reduction algorithm Neighbor Retrieval Visualizer (NeRV) Compile Set up the paths in Makefile then make.

2 Aug 29, 2021
Bokeh Plotting Backend for Pandas and GeoPandas

Pandas-Bokeh provides a Bokeh plotting backend for Pandas, GeoPandas and Pyspark DataFrames, similar to the already existing Visualization feature of

Patrik Hlobil 822 Jan 07, 2023
A python script editor for napari based on PyQode.

napari-script-editor A python script editor for napari based on PyQode. This napari plugin was generated with Cookiecutter using with @napari's cookie

Robert Haase 9 Sep 20, 2022
By default, networkx has problems with drawing self-loops in graphs.

By default, networkx has problems with drawing self-loops in graphs. It makes it hard to draw a graph with self-loops or to make a nicely looking chord diagram. This repository provides some code to

Vladimir Shitov 5 Jan 06, 2022
Active Transport Analytics Model (ATAM) is a new strategic transport modelling and data visualization framework for Active Transport as well as emerging micro-mobility modes

{ATAM} Active Transport Analytics Model Active Transport Analytics Model (“ATAM”) is a new strategic transport modelling and data visualization framew

Peter Stephan 0 Jan 12, 2022
Define fortify and autoplot functions to allow ggplot2 to handle some popular R packages.

ggfortify This package offers fortify and autoplot functions to allow automatic ggplot2 to visualize statistical result of popular R packages. Check o

Sinhrks 504 Dec 23, 2022