# import sys
# sys.path.append("../")
import pandas as pd
from pyecharts.faker import Faker
from pandasecharts import echart

products = Faker.choose()
dfs = []
for year in (2012, 2013, 2014, 2015):
    dfs.append(
        pd.DataFrame(
            zip(products, Faker.values(), Faker.values(), [year]*len(products)),
            columns=["商品", "商家A", "商家B", "年份"]
        )
    )
df = pd.concat(dfs, axis=0)

df.head()

	商品	商家A	商家B	年份
0	周一	36	23	2012
1	周二	26	22	2012
2	周三	31	41	2012
3	周四	110	129	2012
4	周五	39	23	2012

df.echart.scatter3d("年份", "商品", "商家B", xtype="category", ytype="category", ztype="value").render_notebook()

visualmap设置

df.echart.scatter3d("年份", "商品", "商家B", 
                    xtype="category", ytype="category", ztype="value",
                    visualmap=True, visualmap_opts={"max_": 150}).render_notebook()