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

Lmplot

Note

lmplot = FacetGrid + regplot

Task

Swipe to start coding

Set the 'darkgrid' style with the 'lightpink' figure.facecolor.
Create a lmplot using the seaborn library:

Set the x parameter equals the 'total_bill';
Set the y parameter equals the 'tip';
Set the hue parameter equals 'smoker';
Set the col parameter equals the 'sex';
Set the 'o' and 'x' markers;
Set the 'crest' palette;
Set the data;
Display the plot.

Solution

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Section 6. Chapter 2

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Lmplot

Note

lmplot = FacetGrid + regplot

Task

Swipe to start coding

Set the 'darkgrid' style with the 'lightpink' figure.facecolor.
Create a lmplot using the seaborn library:

Set the x parameter equals the 'total_bill';
Set the y parameter equals the 'tip';
Set the hue parameter equals 'smoker';
Set the col parameter equals the 'sex';
Set the 'o' and 'x' markers;
Set the 'crest' palette;
Set the data;
Display the plot.

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 6. Chapter 2

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

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