Deep Dive into the seaborn Visualization

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

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 begin your solution

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.

Solution

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Section 3. Chapter 2

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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 begin your solution

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.

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 3. Chapter 2

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

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