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pandas.DataFrame.plot

kind of plots it can produce:

  • ‘line’ : line plot (default)

  • ‘bar’ : vertical bar plot

  • ‘barh’ : horizontal bar plot

  • ‘hist’ : histogram

  • ‘box’ : boxplot

  • ‘kde’ : Kernel Density Estimation plot

  • ‘density’ : same as ‘kde’

  • ‘area’ : area plot

  • ‘pie’ : pie plot

  • ‘scatter’ : scatter plot

  • ‘hexbin’ : hexbin plot.

Default is using matplotlib to produce plots.

pandas.DataFrame.plot

Other available plotting backends are:
 

- hvplot >= 0.5.1
- holoviews
- pandas_bokeh
- plotly >= 4.8

Let's see it in action

Seaborn

Seaborn is a library for making statistical graphics in Python. It is built on top of matplotlib and closely integrated with pandas data structures.

Seaborn

Here is some of the functionality that seaborn offers:

Let's see it in action

Next week:

More Visulizations

Every Monday 5pm UK time

The Legend of Data - Visulization 3

By Cheuk Ting Ho

The Legend of Data - Visulization 3

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