爬虫数据可视化

使用plotly，将爬虫获取的数据可视化，代码如下

import plotly.offline as py
from plotly.graph_objs import Scatter, Layout
import plotly.graph_objs as go
import pandas as pd
data = pd.read_csv(\'2018-05-27.csv\')#载入数据
data.rename(columns = {\'Unnamed: 0\':\'Name\'},inplace=True)#rename index列

data = data[data[\'win_rate\']>0.5]
data = data[data[\'select_num\']>50]#获取胜率超过0.5且挑选超过50的数据
#创建柱状图
im = go.Bar(
    x = data[\'Name\'],#x轴
    y = data[\'win_rate\'],#y轴
    marker =dict(
        color = data[\'select_num\'],#颜色跟随
        # size = data[\'select_num\'],
        colorscale = \'Reds\',#选择色系
        colorbar = dict(title = \'SelectTimes\'),#colorbar添加title
        showscale = True#现实colorbar
    )
)
layout = go.Layout(#调整布局
    title = \'The hotest heros\',
    autosize = False ,
    width = 1500,
    height = 600,
    xaxis = dict(title = \'Heros\'),
    yaxis = dict(title = \'Rate of win\'),
)
fig = go.Figure(data = [im],layout =layout)
py.plot(fig)

可视化结果