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 "onezero.blog".

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

* Basics of barplot * Dodged barplot * Dodged barplot [matplotlib style] * Dodged barplot [pandas and matplotlib style] * Dodged barplot with pandas DataFrame [seaborn style] Blog: Introduction to Dodged Bar Plot — Matplotlib, Pandas and Seaborn Visualization Guide (Part 2.1) * Stacked barplot * Stacked barplot [matplotlib style] * Stacked barplot [pandas and matplotlib style] Blog: Introduction to Stacked Bar Plot — Matplotlib, Pandas and Seaborn Visualization Guide (Part 2.2)

* Generating a barplot that represent the mean tip for each day by sex category * Plot using DataFrame [matplotlib style] * Plot using DataFrame [seaborn style]

• 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