Awesome Open Source
Awesome Open Source

Welcome to "The Researchers' Guide" Medium blog!

Here, you will get all the codes and datasets of my data science blogs "The Researchers' Guide" and "".

Currently working on a data visualisation blog series, where we will learn how to built plots in python from scratch using matplotlib, pandas and seaborn.

  • Importing libraries

  • Getting familiar with the matplotlib's attributes and methods

  • Line plot

    • Basics of plotting using a lineplot
    • Line plot using real-world dataset
    • Line plot customization
    • Plotting time series data using twin axis line plot

    Blog: Introduction to Line Plot Matplotlib, Pandas and Seaborn Visualization Guide (Part 1)

  • Bar plot

  • Pie chart

    • Full pie chart
    • Donut pie chart
  • Box plot

    • Practical example of subplots (row = 2, col = 2)
    • Boxplot subplot [matplotlib style]
    • Boxplot subplot with pandas DataFrame [seaborn style]
  • Boxen plot/letter value plot

  • Violin plot

    • Violin plot [seaborn style]
    • Dodged violin plot [seaborn style]
  • Bee Swarm plot

  • Distribution/Histogram plot

    • Distribution plot [matplotlib style]
    • Distribution plot [seaborn style]
    • Adding customisation to Distribution plot [seaborn style]
  • Scatter plot

    • Scatterplot [matplotlib style]
    • Scatterplot [seaborn style]
    • Faceted scatterplot with relplot() [seaborn style]
  • Joint plot

  • Pair plot

Alternative Project Comparisons
Related Awesome Lists
Top Programming Languages
Top Projects

Get A Weekly Email With Trending Projects For These Topics
No Spam. Unsubscribe easily at any time.
Python (836,678
Jupyter Notebook (162,610
R (59,588
Machine Learning (38,522
Blog (28,567
Data Science (10,635
Statistics (10,553
Pandas (6,827
Numpy (6,038
Data Visualization (5,904
Data Analysis (5,005
Matplotlib (4,125
Plotting (3,003
Stata (808