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!

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!

Swarmplot

The swarmplot is similar to stripplot. Only the points are adjusted so they won't overlap, as it helps to represent the distribution of values better.

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Завдання

Set the 'whitegrid' style with the 'seashell' axes.facecolor.
Create the swarmplot using the seaborn library:

x parameter equals the 'day';
Set the y parameter equals the 'total_bill';
Set the hue parameter equals the 'sex';
Set the linewidth parameter equals 1;
Set the size parameter equals 2;
Set the dodge parameter equals the True;
Set the 'rocket' palette.

Все було зрозуміло?

Секція 3. Розділ 2

toggle bottom row

Зміст курсу

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

Deep Dive into the seaborn Visualization

Swarmplot

The swarmplot is similar to stripplot. Only the points are adjusted so they won't overlap, as it helps to represent the distribution of values better.

carousel-img

carousel-img

carousel-img

carousel-img

carousel-img

carousel-img

carousel-img

carousel-img

carousel-img

carousel-img

carousel-img

Завдання

Set the 'whitegrid' style with the 'seashell' axes.facecolor.
Create the swarmplot using the seaborn library:

x parameter equals the 'day';
Set the y parameter equals the 'total_bill';
Set the hue parameter equals the 'sex';
Set the linewidth parameter equals 1;
Set the size parameter equals 2;
Set the dodge parameter equals the True;
Set the 'rocket' palette.

Все було зрозуміло?

Секція 3. Розділ 2

toggle bottom row

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