Deep Dive into the seaborn Visualization

Deep Dive into the seaborn Visualization

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1. Light Start

In this section, we will perform preparation tasks for the work!

Reading the File

2. Distributions of Data

In this section, we will study plots used for data distributions!

3. Categorical Plot Types

It is time to say 'hello' to categorical plot types!

Stripplot

4. Matrix Plots

Colorful matrix plots are waiting for you!

5. Multi-Plot Grids

These fantastic plots consist of other plots. Let's start this section!

6. Regression Models

Let's learn plots that are used for regression models!

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

Stripplot

In statistics, a categorical variable is a variable that can take on one of a limited and usually fixed number of possible values, assigning each individual or other unit of observation to a particular group or nominal category on the basis of some qualitative property.

A stripplot is a single-axis scatter plot that is used to visualize the distribution of many individual one-dimensional values. The values are plotted as dots along one unique axis, and the dots with the same value can overlap.

Task

Swipe to show code editor

Set the 'whitegrid' style with the 'aliceblue' axes.facecolor.
Create the stripplot using the seaborn library:

Set the x parameter equals the 'day';
Set the y parameter equals the 'total_bill';
Set the hue parameter equals the 'smoker';
Set the size parameter equals 20;
Set the 'crest' palette;
Set the 'D' marker;
Set the alpha parameter equals 0.25.

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Section 3. Chapter 1

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Stripplot

In statistics, a categorical variable is a variable that can take on one of a limited and usually fixed number of possible values, assigning each individual or other unit of observation to a particular group or nominal category on the basis of some qualitative property.

A stripplot is a single-axis scatter plot that is used to visualize the distribution of many individual one-dimensional values. The values are plotted as dots along one unique axis, and the dots with the same value can overlap.

Task

Swipe to show code editor

Set the 'whitegrid' style with the 'aliceblue' axes.facecolor.
Create the stripplot using the seaborn library:

Set the x parameter equals the 'day';
Set the y parameter equals the 'total_bill';
Set the hue parameter equals the 'smoker';
Set the size parameter equals 20;
Set the 'crest' palette;
Set the 'D' marker;
Set the alpha parameter equals 0.25.

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 3. Chapter 1

toggle bottom row

Stripplot

In statistics, a categorical variable is a variable that can take on one of a limited and usually fixed number of possible values, assigning each individual or other unit of observation to a particular group or nominal category on the basis of some qualitative property.

A stripplot is a single-axis scatter plot that is used to visualize the distribution of many individual one-dimensional values. The values are plotted as dots along one unique axis, and the dots with the same value can overlap.

Task

Swipe to show code editor

Set the 'whitegrid' style with the 'aliceblue' axes.facecolor.
Create the stripplot using the seaborn library:

Set the x parameter equals the 'day';
Set the y parameter equals the 'total_bill';
Set the hue parameter equals the 'smoker';
Set the size parameter equals 20;
Set the 'crest' palette;
Set the 'D' marker;
Set the alpha parameter equals 0.25.

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

Everything was clear?

Thanks for your feedback!

In statistics, a categorical variable is a variable that can take on one of a limited and usually fixed number of possible values, assigning each individual or other unit of observation to a particular group or nominal category on the basis of some qualitative property.

A stripplot is a single-axis scatter plot that is used to visualize the distribution of many individual one-dimensional values. The values are plotted as dots along one unique axis, and the dots with the same value can overlap.

Task

Swipe to show code editor

Set the 'whitegrid' style with the 'aliceblue' axes.facecolor.
Create the stripplot using the seaborn library:

Set the x parameter equals the 'day';
Set the y parameter equals the 'total_bill';
Set the hue parameter equals the 'smoker';
Set the size parameter equals 20;
Set the 'crest' palette;
Set the 'D' marker;
Set the alpha parameter equals 0.25.

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

Section 3. Chapter 1

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

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