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Deep Dive into the seaborn Visualization
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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

Violinplot

A violinplot is a hybrid of a box plot and a kernel density plot, which shows peaks in the data. It is used to visualize the distribution of numerical data. Unlike a box plot that can only show summary statistics, violin plots depict summary statistics and the density of each variable.

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

Tarea

  1. Create a violinplot using the g variable:
  • Set the x parameter equals the 'day';
  • Set the y parameter equals the 'total_bill';
  • Set the hue parameter equals 'sex';
  • Set the 'rocket' palette;
  • Set the split parameter;
  • Set the inner parameter equals the 'point';
  • Set the bw parameter equals the 0.2.
  1. Set the title for the plot: 'Tips violinplot'.

Tarea

  1. Create a violinplot using the g variable:
  • Set the x parameter equals the 'day';
  • Set the y parameter equals the 'total_bill';
  • Set the hue parameter equals 'sex';
  • Set the 'rocket' palette;
  • Set the split parameter;
  • Set the inner parameter equals the 'point';
  • Set the bw parameter equals the 0.2.
  1. Set the title for the plot: 'Tips violinplot'.

¿Todo estuvo claro?

Sección 3. Capítulo 4
toggle bottom row

Violinplot

A violinplot is a hybrid of a box plot and a kernel density plot, which shows peaks in the data. It is used to visualize the distribution of numerical data. Unlike a box plot that can only show summary statistics, violin plots depict summary statistics and the density of each variable.

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

Tarea

  1. Create a violinplot using the g variable:
  • Set the x parameter equals the 'day';
  • Set the y parameter equals the 'total_bill';
  • Set the hue parameter equals 'sex';
  • Set the 'rocket' palette;
  • Set the split parameter;
  • Set the inner parameter equals the 'point';
  • Set the bw parameter equals the 0.2.
  1. Set the title for the plot: 'Tips violinplot'.

Tarea

  1. Create a violinplot using the g variable:
  • Set the x parameter equals the 'day';
  • Set the y parameter equals the 'total_bill';
  • Set the hue parameter equals 'sex';
  • Set the 'rocket' palette;
  • Set the split parameter;
  • Set the inner parameter equals the 'point';
  • Set the bw parameter equals the 0.2.
  1. Set the title for the plot: 'Tips violinplot'.

¿Todo estuvo claro?

Sección 3. Capítulo 4
toggle bottom row

Violinplot

A violinplot is a hybrid of a box plot and a kernel density plot, which shows peaks in the data. It is used to visualize the distribution of numerical data. Unlike a box plot that can only show summary statistics, violin plots depict summary statistics and the density of each variable.

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

Tarea

  1. Create a violinplot using the g variable:
  • Set the x parameter equals the 'day';
  • Set the y parameter equals the 'total_bill';
  • Set the hue parameter equals 'sex';
  • Set the 'rocket' palette;
  • Set the split parameter;
  • Set the inner parameter equals the 'point';
  • Set the bw parameter equals the 0.2.
  1. Set the title for the plot: 'Tips violinplot'.

Tarea

  1. Create a violinplot using the g variable:
  • Set the x parameter equals the 'day';
  • Set the y parameter equals the 'total_bill';
  • Set the hue parameter equals 'sex';
  • Set the 'rocket' palette;
  • Set the split parameter;
  • Set the inner parameter equals the 'point';
  • Set the bw parameter equals the 0.2.
  1. Set the title for the plot: 'Tips violinplot'.

¿Todo estuvo claro?

A violinplot is a hybrid of a box plot and a kernel density plot, which shows peaks in the data. It is used to visualize the distribution of numerical data. Unlike a box plot that can only show summary statistics, violin plots depict summary statistics and the density of each variable.

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

Tarea

  1. Create a violinplot using the g variable:
  • Set the x parameter equals the 'day';
  • Set the y parameter equals the 'total_bill';
  • Set the hue parameter equals 'sex';
  • Set the 'rocket' palette;
  • Set the split parameter;
  • Set the inner parameter equals the 'point';
  • Set the bw parameter equals the 0.2.
  1. Set the title for the plot: 'Tips violinplot'.

Sección 3. Capítulo 4
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