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

Lmplot

Note

lmplot = FacetGrid + regplot

Task

Swipe to show code editor

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.

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

Lmplot

Note

lmplot = FacetGrid + regplot

Task

Swipe to show code editor

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.

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

Lmplot

Note

lmplot = FacetGrid + regplot

Task

Swipe to show code editor

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.

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

Everything was clear?

Thanks for your feedback!

Note

lmplot = FacetGrid + regplot

Task

Swipe to show code editor

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.

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

Section 6. Chapter 2

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