Deep Dive into the seaborn Visualization

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

Pointplot

A pointplot represents an estimate of the central tendency for a numeric variable by the position of scatter plot points and provides some indication of the uncertainty around that estimate using error bars.

Task

Swipe to start coding

Set the 'ticks' style with the 'azure' axes.facecolor.
Create the pointplot using the seaborn library and the g variable:

Set the x parameter equals the 'day';
Set the y parameter equals the 'tip';
Set the hue parameter equals the 'sex';
Set 'v' & 'o' markers;
Set the 'rocket' palette;
Set the dodge parameter equals the True;
Set the capsize parameter equals 0.2;
Set the next linestyles: '-' & '- -';
Set the data;
Display the plot.

Solution

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Section 3. Chapter 6

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Pointplot

A pointplot represents an estimate of the central tendency for a numeric variable by the position of scatter plot points and provides some indication of the uncertainty around that estimate using error bars.

Task

Swipe to start coding

Set the 'ticks' style with the 'azure' axes.facecolor.
Create the pointplot using the seaborn library and the g variable:

Set the x parameter equals the 'day';
Set the y parameter equals the 'tip';
Set the hue parameter equals the 'sex';
Set 'v' & 'o' markers;
Set the 'rocket' palette;
Set the dodge parameter equals the True;
Set the capsize parameter equals 0.2;
Set the next linestyles: '-' & '- -';
Set the data;
Display the plot.

Solution

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 6

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

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