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

Swarmplot

The swarmplot is similar to stripplot. Only the points are adjusted so they won't overlap, as it helps to represent the distribution of values better.

Task

Swipe to show code editor

Set the 'whitegrid' style with the 'seashell' axes.facecolor.
Create the swarmplot using the seaborn library:

x parameter equals the 'day';
Set the y parameter equals the 'total_bill';
Set the hue parameter equals the 'sex';
Set the linewidth parameter equals 1;
Set the size parameter equals 2;
Set the dodge parameter equals the True;
Set the 'rocket' palette.

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

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Section 3. Chapter 2

Swarmplot

The swarmplot is similar to stripplot. Only the points are adjusted so they won't overlap, as it helps to represent the distribution of values better.

Task

Swipe to show code editor

Set the 'whitegrid' style with the 'seashell' axes.facecolor.
Create the swarmplot using the seaborn library:

x parameter equals the 'day';
Set the y parameter equals the 'total_bill';
Set the hue parameter equals the 'sex';
Set the linewidth parameter equals 1;
Set the size parameter equals 2;
Set the dodge parameter equals the True;
Set the 'rocket' palette.

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 2

Swarmplot

The swarmplot is similar to stripplot. Only the points are adjusted so they won't overlap, as it helps to represent the distribution of values better.

Task

Swipe to show code editor

Set the 'whitegrid' style with the 'seashell' axes.facecolor.
Create the swarmplot using the seaborn library:

x parameter equals the 'day';
Set the y parameter equals the 'total_bill';
Set the hue parameter equals the 'sex';
Set the linewidth parameter equals 1;
Set the size parameter equals 2;
Set the dodge parameter equals the True;
Set the 'rocket' palette.

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

Everything was clear?

Thanks for your feedback!

The swarmplot is similar to stripplot. Only the points are adjusted so they won't overlap, as it helps to represent the distribution of values better.

Task

Swipe to show code editor

Set the 'whitegrid' style with the 'seashell' axes.facecolor.
Create the swarmplot using the seaborn library:

x parameter equals the 'day';
Set the y parameter equals the 'total_bill';
Set the hue parameter equals the 'sex';
Set the linewidth parameter equals 1;
Set the size parameter equals 2;
Set the dodge parameter equals the True;
Set the 'rocket' palette.

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

Section 3. Chapter 2

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