import pandas as pd
import matplotlib.pyplot as plt
from fbprophet import Prophet
# 读取数据集
data = pd.read_csv('network_traffic.csv')
# 将数据集的列名改为ds和y
data = data.rename(columns={'date': 'ds', 'traffic_volume': 'y'})
# 创建Prophet模型
model = Prophet()
# 拟合模型
model.fit(data)
# 创建一个未来时间段的数据框
future = model.make_future_dataframe(periods=365)
# 进行预测
forecast = model.predict(future)
# 绘制预测结果
fig = model.plot(forecast)
plt.show()
标签：预测,Prophet,网络流量,future,fbprophet,import,model,data From： https://www.cnblogs.com/wt11/p/17323014.html