stock-operation/user_events/analyze/BehaviorAnalyzer.py

# -*- coding: utf-8 -*-
"""
@author: zsc
@time: 2024/11/18
@desc:  行为分析
"""
import time
import random
from collections import defaultdict
import matplotlib.pyplot as plt

# 行为分析模块
class BehaviorAnalyzer:
    def __init__(self, data):
        self.data = data

    def analyze(self):
        # 分析用户行为模式，并展示各个指标的统计情况
        behavior_count = defaultdict(lambda: defaultdict(int))
        action_stats = defaultdict(int)
        for item in self.data:
            user = item['user']
            action = item['action']
            behavior_count[user][action] += 1
            action_stats[action] += 1
        return behavior_count, action_stats