/Rahul_Raoniar_Blogs

Contains code and data for "The Researchers' Guide" Medium blogs

Primary LanguageJupyter Notebook

Welcome to "The Researchers' Guide" Medium blogs ! 📑📚

Here, you will get all the codes and datasets of my data science blogs.

Currently working on a visualisation blog series

  • 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]
    • Stacked barplot
      • Stacked barplot [matplotlib style]
      • Stacked barplot [pandas and matplotlib style]
      • Stacked barplot with pandas DataFrame [seaborn style]
    • 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