jicewarwick/eplot

pandas interface for pyecharts

eplot

eplot is a pandas interface for pyecharts.

As we know, pyecharts is a great python module as a wrapper for echarts, it is easy to use in pandas by function add .

http://pyecharts.org/#/zh-cn/prepare

However, it will be more simple if it can be used as raw pandas plot module, eg: df.plot.bar().

Impired by cufflinks to plotly, I created these codes for the pyecharts smoothly useage in pandas , by only registering functions to the DataFrame or Series classes.

As a result, we need not to call pyecharts or creat pyecharts objects out of the DataFrame, we plot interacted figures in the pyecharts backend only in one line as follow:

Useage:

import eplot
import pandas as pd
import numpy as np
df = pd.DataFrame([np.random.uniform(10,1,size=1000),
                   np.random.uniform(10,5,size=1000),
                   np.random.randint(1,high=10,size=1000),
                   np.random.choice(list('ABCD'),size=1000)],
                  index=['col1','col2','col3','col4']).T

line

bar

histogram

scatter

pie

rose pie

countplot

box

More examples can be found in the notebook eplot useage example.ipynb.