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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

Lmplot

Note

lmplot = FacetGrid + regplot

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

Task

  1. Set the 'darkgrid' style with the 'lightpink' figure.facecolor.
  2. Create a lmplot using the seaborn library:
  • Set the x parameter equals the 'total_bill';
  • Set the y parameter equals the 'tip';
  • Set the hue parameter equals 'smoker';
  • Set the col parameter equals the 'sex';
  • Set the 'o' and 'x' markers;
  • Set the 'crest' palette;
  • Set the data;
  • Display the plot.

Task

  1. Set the 'darkgrid' style with the 'lightpink' figure.facecolor.
  2. Create a lmplot using the seaborn library:
  • Set the x parameter equals the 'total_bill';
  • Set the y parameter equals the 'tip';
  • Set the hue parameter equals 'smoker';
  • Set the col parameter equals the 'sex';
  • Set the 'o' and 'x' markers;
  • Set the 'crest' palette;
  • Set the data;
  • Display the plot.

Everything was clear?

Section 6. Chapter 2
toggle bottom row

Lmplot

Note

lmplot = FacetGrid + regplot

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

Task

  1. Set the 'darkgrid' style with the 'lightpink' figure.facecolor.
  2. Create a lmplot using the seaborn library:
  • Set the x parameter equals the 'total_bill';
  • Set the y parameter equals the 'tip';
  • Set the hue parameter equals 'smoker';
  • Set the col parameter equals the 'sex';
  • Set the 'o' and 'x' markers;
  • Set the 'crest' palette;
  • Set the data;
  • Display the plot.

Task

  1. Set the 'darkgrid' style with the 'lightpink' figure.facecolor.
  2. Create a lmplot using the seaborn library:
  • Set the x parameter equals the 'total_bill';
  • Set the y parameter equals the 'tip';
  • Set the hue parameter equals 'smoker';
  • Set the col parameter equals the 'sex';
  • Set the 'o' and 'x' markers;
  • Set the 'crest' palette;
  • Set the data;
  • Display the plot.

Everything was clear?

Section 6. Chapter 2
toggle bottom row

Lmplot

Note

lmplot = FacetGrid + regplot

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

Task

  1. Set the 'darkgrid' style with the 'lightpink' figure.facecolor.
  2. Create a lmplot using the seaborn library:
  • Set the x parameter equals the 'total_bill';
  • Set the y parameter equals the 'tip';
  • Set the hue parameter equals 'smoker';
  • Set the col parameter equals the 'sex';
  • Set the 'o' and 'x' markers;
  • Set the 'crest' palette;
  • Set the data;
  • Display the plot.

Task

  1. Set the 'darkgrid' style with the 'lightpink' figure.facecolor.
  2. Create a lmplot using the seaborn library:
  • Set the x parameter equals the 'total_bill';
  • Set the y parameter equals the 'tip';
  • Set the hue parameter equals 'smoker';
  • Set the col parameter equals the 'sex';
  • Set the 'o' and 'x' markers;
  • Set the 'crest' palette;
  • Set the data;
  • Display the plot.

Everything was clear?

Note

lmplot = FacetGrid + regplot

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

Task

  1. Set the 'darkgrid' style with the 'lightpink' figure.facecolor.
  2. Create a lmplot using the seaborn library:
  • Set the x parameter equals the 'total_bill';
  • Set the y parameter equals the 'tip';
  • Set the hue parameter equals 'smoker';
  • Set the col parameter equals the 'sex';
  • Set the 'o' and 'x' markers;
  • Set the 'crest' palette;
  • Set the data;
  • Display the plot.

Section 6. Chapter 2
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