背景与假设
Q3用户行为日志
| 事件 | 用户 | 日期 | 时长(秒) |
|---|---|---|---|
| 页面浏览 | 用户A | 2024-07-15 | 120 |
| 点击购买 | 用户B | 2024-07-15 | 35 |
| 添加到购物车 | 用户A | 2024-07-14 | 68 |
| 搜索 | 用户C | 2024-07-14 | 22 |
| 页面浏览 | 用户B | 2024-07-13 | 180 |
模型-用户流失预测
用户流失预测模型 v1.2
模型已运行,输出结果如下:
{
"churn_probability": 0.23,
"key_factors": [
"session_duration",
"purchase_count"
]
}用户活跃度月度对比
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