course content

Course Content

Deep Dive into the seaborn Visualization

1. Light Start

Reading the FileColors

2. Distributions of Data

HistplotKdeplotRugplotEcdfplotChallengeDisplot

3. Categorical Plot Types

StripplotSwarmplotBoxplotViolinplotBarplotPointplotChallengeCatplot

4. Matrix Plots

HeatmapClustermap

5. Multi-Plot Grids

FacetGridPairGridJointGrid

6. Regression Models

RegplotLmplot

Deep Dive into the seaborn Visualization

RugplotRugplot

The rugplot is intended to complement other plots by showing the location of individual observations in an unobtrusive way.

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Task

  1. Set the 'darkgrid' style with the disabled 'axes.grid' and the 'axes.facecolor' equals the 'aliceblue' (color). We learned how to do that in the first part of the course.
  2. Create the kdeplot using the seaborn library.
  3. Create the rugplot using the seaborn library:
  • Set the x parameter equals the 'total_bill';
  • Set the hue parameter equals the 'sex';
  • Set the height parameter equals 0.05;
  • Set the 'magma' palette;
  • Set the data using the df;
  • Display the plot.

Everything was clear?

Section 2. Chapter 3
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