Course Content

Deep Dive into the seaborn Visualization

1. Light Start

Reading the File Colors

2. Distributions of Data

Histplot Kdeplot Rugplot Ecdfplot Challenge Displot

3. Categorical Plot Types

Stripplot Swarmplot Boxplot Violinplot Barplot Pointplot Challenge Catplot

4. Matrix Plots

Heatmap Clustermap

5. Multi-Plot Grids

FacetGrid PairGrid JointGrid

6. Regression Models

Regplot Lmplot

Reading the File

Today we will take a deep into the seaborn visualization. We will learn a lot of plots that will be useful in the future. It is essential to understand why you need every type of plot.

Study the structure below.

We are going to work with different datasets. Click on the data picture to understand what data you will work with( you will find it in the plot theory);
While studying every plot, you will be able to learn a gif explanation with all essential arguments of the plot function;
Sometimes, it is necessary to scroll down the page if you can't see the whole task code;
If you don't know what to do, don't hesitate to use a hint or write a report if you need additional help.

Task

Swipe to show code editor

During the course, we will use 3 libraries. Import them!

Import the pandas library with the pd alias.
Import the seaborn library with the sns alias.
Import the matplotlib.pyplot library with the plt alias.

_{Once you've completed this task, click the button below the code to check your solution.}

Switch to desktop for real-world practiceContinue from where you are using one of the options below

Everything was clear?

Thanks for your feedback!

Section 1. Chapter 1

Reading the File

Today we will take a deep into the seaborn visualization. We will learn a lot of plots that will be useful in the future. It is essential to understand why you need every type of plot.

Study the structure below.

We are going to work with different datasets. Click on the data picture to understand what data you will work with( you will find it in the plot theory);
While studying every plot, you will be able to learn a gif explanation with all essential arguments of the plot function;
Sometimes, it is necessary to scroll down the page if you can't see the whole task code;
If you don't know what to do, don't hesitate to use a hint or write a report if you need additional help.

Task

Swipe to show code editor

During the course, we will use 3 libraries. Import them!

Import the pandas library with the pd alias.
Import the seaborn library with the sns alias.
Import the matplotlib.pyplot library with the plt alias.

_{Once you've completed this task, click the button below the code to check your solution.}

Switch to desktop for real-world practiceContinue from where you are using one of the options below

Everything was clear?

Thanks for your feedback!

Section 1. Chapter 1

Reading the File

Today we will take a deep into the seaborn visualization. We will learn a lot of plots that will be useful in the future. It is essential to understand why you need every type of plot.

Study the structure below.

We are going to work with different datasets. Click on the data picture to understand what data you will work with( you will find it in the plot theory);
While studying every plot, you will be able to learn a gif explanation with all essential arguments of the plot function;
Sometimes, it is necessary to scroll down the page if you can't see the whole task code;
If you don't know what to do, don't hesitate to use a hint or write a report if you need additional help.

Task

Swipe to show code editor

During the course, we will use 3 libraries. Import them!

Import the pandas library with the pd alias.
Import the seaborn library with the sns alias.
Import the matplotlib.pyplot library with the plt alias.

_{Once you've completed this task, click the button below the code to check your solution.}

Switch to desktop for real-world practiceContinue from where you are using one of the options below

Everything was clear?

Thanks for your feedback!

Today we will take a deep into the seaborn visualization. We will learn a lot of plots that will be useful in the future. It is essential to understand why you need every type of plot.

Study the structure below.

We are going to work with different datasets. Click on the data picture to understand what data you will work with( you will find it in the plot theory);
While studying every plot, you will be able to learn a gif explanation with all essential arguments of the plot function;
Sometimes, it is necessary to scroll down the page if you can't see the whole task code;
If you don't know what to do, don't hesitate to use a hint or write a report if you need additional help.

Task

Swipe to show code editor

During the course, we will use 3 libraries. Import them!

Import the pandas library with the pd alias.
Import the seaborn library with the sns alias.
Import the matplotlib.pyplot library with the plt alias.

_{Once you've completed this task, click the button below the code to check your solution.}

Switch to desktop for real-world practiceContinue from where you are using one of the options below

Section 1. Chapter 1

Switch to desktop for real-world practiceContinue from where you are using one of the options below