Deep Dive into the seaborn Visualization

Kursinhalt

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

FacetGrid

The time to learn the cool plots we were talking about!

A useful approach to exploring medium-dimensional data is by drawing multiple instances of the same plot on different subsets of your dataset.

FacetGrid object takes a DataFrame as input and the names of the variables that will form the grid's row, column, or hue dimensions. The variables should be categorical, and the data at each level of the variable will be used for a facet along that axis.

Aufgabe

Swipe to start coding

Set the 'whitegrid' style with the 'cornsilk' axes.facecolor.
Create a FacetGrid variable g:

Set the data for the FacetGrid;
Set the col parameter equals the 'day';
Set the row parameter equals the 'smoker';
Set the height parameter equals 3.

Implement the .map() function to build histplots:

Create histplots;
Set the 'olive' color for the histplots;
Add the kde parameter;
Disable the fill parameter;
Set the binwidth equals 4;
Display the plot.

Lösung

Wechseln Sie zum Desktop, um in der realen Welt zu übenFahren Sie dort fort, wo Sie sind, indem Sie eine der folgenden Optionen verwenden

War alles klar?

Danke für Ihr Feedback!

Abschnitt 5. Kapitel 1

toggle bottom row

FacetGrid

The time to learn the cool plots we were talking about!

A useful approach to exploring medium-dimensional data is by drawing multiple instances of the same plot on different subsets of your dataset.

FacetGrid object takes a DataFrame as input and the names of the variables that will form the grid's row, column, or hue dimensions. The variables should be categorical, and the data at each level of the variable will be used for a facet along that axis.

Aufgabe

Swipe to start coding

Set the 'whitegrid' style with the 'cornsilk' axes.facecolor.
Create a FacetGrid variable g:

Set the data for the FacetGrid;
Set the col parameter equals the 'day';
Set the row parameter equals the 'smoker';
Set the height parameter equals 3.

Implement the .map() function to build histplots:

Create histplots;
Set the 'olive' color for the histplots;
Add the kde parameter;
Disable the fill parameter;
Set the binwidth equals 4;
Display the plot.

Lösung

Wechseln Sie zum Desktop, um in der realen Welt zu übenFahren Sie dort fort, wo Sie sind, indem Sie eine der folgenden Optionen verwenden

War alles klar?

Danke für Ihr Feedback!

Abschnitt 5. Kapitel 1

Wechseln Sie zum Desktop, um in der realen Welt zu übenFahren Sie dort fort, wo Sie sind, indem Sie eine der folgenden Optionen verwenden

some-alt