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

Kdeplot

A kdeplot plot is a method for visualizing the distribution of observations in a dataset analogous to a histogram. KDE represents the data using a continuous probability density curve in one or more dimensions.

Task

Create the kdeplot using the seaborn library:

Set the x parameter equals the 'max_temp';
Set the hue parameter equals the 'month';
Set the multiple parameter equals the 'stack';
Disable the legend;
Add the filling;
Set the data;
Display the plot.

Task

Create the kdeplot using the seaborn library:

Set the x parameter equals the 'max_temp';
Set the hue parameter equals the 'month';
Set the multiple parameter equals the 'stack';
Disable the legend;
Add the filling;
Set the data;
Display the plot.

Everything was clear?

Section 2. Chapter 2

Kdeplot

Task

Create the kdeplot using the seaborn library:

Set the x parameter equals the 'max_temp';
Set the hue parameter equals the 'month';
Set the multiple parameter equals the 'stack';
Disable the legend;
Add the filling;
Set the data;
Display the plot.

Task

Create the kdeplot using the seaborn library:

Set the x parameter equals the 'max_temp';
Set the hue parameter equals the 'month';
Set the multiple parameter equals the 'stack';
Disable the legend;
Add the filling;
Set the data;
Display the plot.

Everything was clear?

Section 2. Chapter 2

Kdeplot

Task

Create the kdeplot using the seaborn library:

Set the x parameter equals the 'max_temp';
Set the hue parameter equals the 'month';
Set the multiple parameter equals the 'stack';
Disable the legend;
Add the filling;
Set the data;
Display the plot.

Task

Create the kdeplot using the seaborn library:

Set the x parameter equals the 'max_temp';
Set the hue parameter equals the 'month';
Set the multiple parameter equals the 'stack';
Disable the legend;
Add the filling;
Set the data;
Display the plot.

Everything was clear?

Task

Create the kdeplot using the seaborn library:

Set the x parameter equals the 'max_temp';
Set the hue parameter equals the 'month';
Set the multiple parameter equals the 'stack';
Disable the legend;
Add the filling;
Set the data;
Display the plot.

Section 2. Chapter 2

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