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Deep Dive into the seaborn Visualization
course content

Course Content

Deep Dive into the seaborn Visualization

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

bookRugplot

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.

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Section 2. Chapter 3
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bookRugplot

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

carousel-imgcarousel-imgcarousel-imgcarousel-imgcarousel-imgcarousel-img

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.

Switch to desktopSwitch to desktop for real-world practiceContinue from where you are using one of the options below
Everything was clear?

How can we improve it?

Thanks for your feedback!

Section 2. Chapter 3
toggle bottom row

bookRugplot

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

carousel-imgcarousel-imgcarousel-imgcarousel-imgcarousel-imgcarousel-img

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.

Switch to desktopSwitch to desktop for real-world practiceContinue from where you are using one of the options below
Everything was clear?

How can we improve it?

Thanks for your feedback!

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

carousel-imgcarousel-imgcarousel-imgcarousel-imgcarousel-imgcarousel-img

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.

Switch to desktopSwitch to desktop for real-world practiceContinue from where you are using one of the options below
Section 2. Chapter 3
Switch to desktopSwitch to desktop for real-world practiceContinue from where you are using one of the options below
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