Deep Dive into the seaborn Visualization

Deep Dive into the seaborn Visualization

0%

1. Light Start

In this section, we will perform preparation tasks for the work!

Reading the File

2. Distributions of Data

In this section, we will study plots used for data distributions!

3. Categorical Plot Types

It is time to say 'hello' to categorical plot types!

Violinplot

4. Matrix Plots

Colorful matrix plots are waiting for you!

5. Multi-Plot Grids

These fantastic plots consist of other plots. Let's start this section!

6. Regression Models

Let's learn plots that are used for regression models!

Course Content

Deep Dive into the seaborn Visualization

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

Violinplot

A violinplot is a hybrid of a box plot and a kernel density plot, which shows peaks in the data. It is used to visualize the distribution of numerical data. Unlike a box plot that can only show summary statistics, violin plots depict summary statistics and the density of each variable.

Task

Swipe to show code editor

Create a violinplot using the g variable:

Set the x parameter equals the 'day';
Set the y parameter equals the 'total_bill';
Set the hue parameter equals 'sex';
Set the 'rocket' palette;
Set the split parameter;
Set the inner parameter equals the 'point';
Set the bw parameter equals the 0.2.

Set the title for the plot: 'Tips violinplot'.

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 3. Chapter 4

toggle bottom row

Violinplot

A violinplot is a hybrid of a box plot and a kernel density plot, which shows peaks in the data. It is used to visualize the distribution of numerical data. Unlike a box plot that can only show summary statistics, violin plots depict summary statistics and the density of each variable.

Task

Swipe to show code editor

Create a violinplot using the g variable:

Set the x parameter equals the 'day';
Set the y parameter equals the 'total_bill';
Set the hue parameter equals 'sex';
Set the 'rocket' palette;
Set the split parameter;
Set the inner parameter equals the 'point';
Set the bw parameter equals the 0.2.

Set the title for the plot: 'Tips violinplot'.

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 3. Chapter 4

toggle bottom row

Violinplot

A violinplot is a hybrid of a box plot and a kernel density plot, which shows peaks in the data. It is used to visualize the distribution of numerical data. Unlike a box plot that can only show summary statistics, violin plots depict summary statistics and the density of each variable.

Task

Swipe to show code editor

Create a violinplot using the g variable:

Set the x parameter equals the 'day';
Set the y parameter equals the 'total_bill';
Set the hue parameter equals 'sex';
Set the 'rocket' palette;
Set the split parameter;
Set the inner parameter equals the 'point';
Set the bw parameter equals the 0.2.

Set the title for the plot: 'Tips violinplot'.

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

Everything was clear?

Thanks for your feedback!

A violinplot is a hybrid of a box plot and a kernel density plot, which shows peaks in the data. It is used to visualize the distribution of numerical data. Unlike a box plot that can only show summary statistics, violin plots depict summary statistics and the density of each variable.

Task

Swipe to show code editor

Create a violinplot using the g variable:

Set the x parameter equals the 'day';
Set the y parameter equals the 'total_bill';
Set the hue parameter equals 'sex';
Set the 'rocket' palette;
Set the split parameter;
Set the inner parameter equals the 'point';
Set the bw parameter equals the 0.2.

Set the title for the plot: 'Tips violinplot'.

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

Section 3. Chapter 4

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

some-alt