plotly的移动平均值

import plotly.graph_objects as go
import pandas as pd

# 生成示例数据
data = pd.DataFrame({'Date': pd.date_range(start='2022-01-01', periods=100),
                     'Value': [i**2 for i in range(100)]})

# 计算移动平均值
window_size = 10
data['Moving Average'] = data['Value'].rolling(window=window_size).mean()

# 创建图表
fig = go.Figure()

# 添加原始数据折线
fig.add_trace(go.Scatter(x=data['Date'], y=data['Value'], name='Original Data'))

# 添加移动平均值折线
fig.add_trace(go.Scatter(x=data['Date'], y=data['Moving Average'], name='Moving Average'))

# 设置图表布局和样式
fig.update_layout(title='Moving Average',
                  xaxis_title='Date',
                  yaxis_title='Value')

# 显示图表
fig.show()