How to draw quickly with DataFrame

DataFrame how to quickly draw, many novices are not very clear about this, in order to help you solve this problem, the following editor will explain for you in detail, people with this need can come to learn, I hope you can gain something.

Here's our dataframe quick drawing scheme. The dataframe drawing scheme is summarized below.

1the plot method of the matplotlib dataframe object encapsulates many drawing functions of matplotlib.

2data analysis and data visualization can be well connected by the drawing scheme of data analysis and visualization.

3. Practice has proved that it is the best drawing strategy to use dataframe drawing scheme to draw quickly, and then to adjust it properly by object-oriented method.

First, demonstration of pandas rapid drawing scheme

1. Draw a graph

2. Draw pie chart

3, draw a bar chart

4. Draw the column distribution chart.

5. Draw scatter plot

Second, description of dataframe drawing parameters

Enter help (pd.DataFrame.plot) in jupyter notebook to view the description of the relevant parameters.

Kind:

-'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

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