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

Regplot

The regplot is used to plot data and a linear regression model fit. There are a number of mutually exclusive options for estimating the regression model.

Task

Set the 'darkgrid' style with the 'tan' figure facecolor and 'cornsilk' axes .facecolor.
Create a regplot using the seaborn library:

Set the x parameter equals the 'total_bill';
Set the y parameter equals the 'tip';
Set the marker parameter equals the '+';
Set the 'green' color;
Disable the fit_reg parameter;
Set the data;
Display the plot.

Task

Set the 'darkgrid' style with the 'tan' figure facecolor and 'cornsilk' axes .facecolor.
Create a regplot using the seaborn library:

Set the x parameter equals the 'total_bill';
Set the y parameter equals the 'tip';
Set the marker parameter equals the '+';
Set the 'green' color;
Disable the fit_reg parameter;
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?

Section 6. Chapter 1

Regplot

The regplot is used to plot data and a linear regression model fit. There are a number of mutually exclusive options for estimating the regression model.

Task

Set the 'darkgrid' style with the 'tan' figure facecolor and 'cornsilk' axes .facecolor.
Create a regplot using the seaborn library:

Set the x parameter equals the 'total_bill';
Set the y parameter equals the 'tip';
Set the marker parameter equals the '+';
Set the 'green' color;
Disable the fit_reg parameter;
Set the data;
Display the plot.

Task

Set the 'darkgrid' style with the 'tan' figure facecolor and 'cornsilk' axes .facecolor.
Create a regplot using the seaborn library:

Set the x parameter equals the 'total_bill';
Set the y parameter equals the 'tip';
Set the marker parameter equals the '+';
Set the 'green' color;
Disable the fit_reg parameter;
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?

Section 6. Chapter 1

Regplot

The regplot is used to plot data and a linear regression model fit. There are a number of mutually exclusive options for estimating the regression model.

Task

Set the 'darkgrid' style with the 'tan' figure facecolor and 'cornsilk' axes .facecolor.
Create a regplot using the seaborn library:

Set the x parameter equals the 'total_bill';
Set the y parameter equals the 'tip';
Set the marker parameter equals the '+';
Set the 'green' color;
Disable the fit_reg parameter;
Set the data;
Display the plot.

Task

Set the 'darkgrid' style with the 'tan' figure facecolor and 'cornsilk' axes .facecolor.
Create a regplot using the seaborn library:

Set the x parameter equals the 'total_bill';
Set the y parameter equals the 'tip';
Set the marker parameter equals the '+';
Set the 'green' color;
Disable the fit_reg parameter;
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?

The regplot is used to plot data and a linear regression model fit. There are a number of mutually exclusive options for estimating the regression model.

Task

Set the 'darkgrid' style with the 'tan' figure facecolor and 'cornsilk' axes .facecolor.
Create a regplot using the seaborn library:

Set the x parameter equals the 'total_bill';
Set the y parameter equals the 'tip';
Set the marker parameter equals the '+';
Set the 'green' color;
Disable the fit_reg parameter;
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 1

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