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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

CatplotCatplot

Note

catplot = FacetGrid + stripplot/swarmplot/boxplot/violinplot/barplot/pointplot

The catplot function provides a new framework giving access to several types of plots that show a relationship between a numerical variable and one or more categorical variables, like boxplot, stripplot and so on.

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

Note

Scroll down to see the full plot when you cope with the task!

Task

  1. Set the 'white' style with the 'aliceblue' axes.facecolor.
  2. Create the catplot using the seaborn library:
  • Set the x parameter equals the 'species';
  • Set the y parameter equals the 'body_mass_g';
  • Set the hue parameter equals the 'sex';
  • Set the row parameter equals the 'island';
  • Set the 'viridis' palette;
  • Set the alpha parameter equals 0.6;
  • Disable the legend_out.

Everything was clear?

Section 3. Chapter 8
toggle bottom row
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

CatplotCatplot

Note

catplot = FacetGrid + stripplot/swarmplot/boxplot/violinplot/barplot/pointplot

The catplot function provides a new framework giving access to several types of plots that show a relationship between a numerical variable and one or more categorical variables, like boxplot, stripplot and so on.

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

Note

Scroll down to see the full plot when you cope with the task!

Task

  1. Set the 'white' style with the 'aliceblue' axes.facecolor.
  2. Create the catplot using the seaborn library:
  • Set the x parameter equals the 'species';
  • Set the y parameter equals the 'body_mass_g';
  • Set the hue parameter equals the 'sex';
  • Set the row parameter equals the 'island';
  • Set the 'viridis' palette;
  • Set the alpha parameter equals 0.6;
  • Disable the legend_out.

Everything was clear?

Section 3. Chapter 8
toggle bottom row
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