一站式网上办事大厅

import requests

import pandas as pd

# 假设日志API地址

log_api = "https://university.edu/api/logs"

# 获取日志数据

response = requests.get(log_api)

logs = response.json()

# 转换为DataFrame

df_logs = pd.DataFrame(logs)

# 查看前几行数据

print(df_logs.head())

# 计算每个功能的使用次数

feature_usage = df_logs['feature'].value_counts()

# 打印结果

print(feature_usage)

# 将时间转换为datetime类型

df_logs['timestamp'] = pd.to_datetime(df_logs['timestamp'])

# 设置时间为索引

df_logs.set_index('timestamp', inplace=True)

# 按小时分组并统计访问量

hourly_usage = df_logs.resample('H').size()

# 打印结果

print(hourly_usage)