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

Boxplot

A boxplot is a standardized way of displaying the distribution of data based on a five-number summary (minimum, first quartile (Q1), median, third quartile (Q3), and maximum).

It can tell you about your outliers and what their values are. It can also tell you if your data is symmetrical, how tightly your data is grouped, and if and how your data is skewed.

Task

Set the 'ticks' style with the 'grey' figure.facecolor and 'white' x- & yticks.
Create the boxplot using the seaborn library:

Set the x parameter equals the 'distance';
Set the y parameter equals the 'method';
Set the linewidth parameter equals 2;
Set the saturation parameter equals 0.4;
Set the 'vlag' palette.

Task

Set the 'ticks' style with the 'grey' figure.facecolor and 'white' x- & yticks.
Create the boxplot using the seaborn library:

Set the x parameter equals the 'distance';
Set the y parameter equals the 'method';
Set the linewidth parameter equals 2;
Set the saturation parameter equals 0.4;
Set the 'vlag' palette.

Everything was clear?

Section 3. Chapter 3

Boxplot

A boxplot is a standardized way of displaying the distribution of data based on a five-number summary (minimum, first quartile (Q1), median, third quartile (Q3), and maximum).

It can tell you about your outliers and what their values are. It can also tell you if your data is symmetrical, how tightly your data is grouped, and if and how your data is skewed.

Task

Set the 'ticks' style with the 'grey' figure.facecolor and 'white' x- & yticks.
Create the boxplot using the seaborn library:

Set the x parameter equals the 'distance';
Set the y parameter equals the 'method';
Set the linewidth parameter equals 2;
Set the saturation parameter equals 0.4;
Set the 'vlag' palette.

Task

Set the 'ticks' style with the 'grey' figure.facecolor and 'white' x- & yticks.
Create the boxplot using the seaborn library:

Set the x parameter equals the 'distance';
Set the y parameter equals the 'method';
Set the linewidth parameter equals 2;
Set the saturation parameter equals 0.4;
Set the 'vlag' palette.

Everything was clear?

Section 3. Chapter 3

Boxplot

A boxplot is a standardized way of displaying the distribution of data based on a five-number summary (minimum, first quartile (Q1), median, third quartile (Q3), and maximum).

It can tell you about your outliers and what their values are. It can also tell you if your data is symmetrical, how tightly your data is grouped, and if and how your data is skewed.

Task

Set the 'ticks' style with the 'grey' figure.facecolor and 'white' x- & yticks.
Create the boxplot using the seaborn library:

Set the x parameter equals the 'distance';
Set the y parameter equals the 'method';
Set the linewidth parameter equals 2;
Set the saturation parameter equals 0.4;
Set the 'vlag' palette.

Task

Set the 'ticks' style with the 'grey' figure.facecolor and 'white' x- & yticks.
Create the boxplot using the seaborn library:

Set the x parameter equals the 'distance';
Set the y parameter equals the 'method';
Set the linewidth parameter equals 2;
Set the saturation parameter equals 0.4;
Set the 'vlag' palette.

Everything was clear?

A boxplot is a standardized way of displaying the distribution of data based on a five-number summary (minimum, first quartile (Q1), median, third quartile (Q3), and maximum).

It can tell you about your outliers and what their values are. It can also tell you if your data is symmetrical, how tightly your data is grouped, and if and how your data is skewed.

Task

Set the 'ticks' style with the 'grey' figure.facecolor and 'white' x- & yticks.
Create the boxplot using the seaborn library:

Set the x parameter equals the 'distance';
Set the y parameter equals the 'method';
Set the linewidth parameter equals 2;
Set the saturation parameter equals 0.4;
Set the 'vlag' palette.

Section 3. Chapter 3

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