即使他们当时不是客户，我如何查询有多少客户点击了一个页面？

【问题标题】：How would I query how many customers hit a page even if they weren't customers at the time?即使他们当时不是客户，我如何查询有多少客户点击了一个页面？
【发布时间】：2017-08-17 00:10:07
【问题描述】：

假设我正在使用visitor_id 属性将浏览量数据流式传输到keen.io。除了那个属性，假设还有一个 is_customer 布尔值。

pageview = {
  "visitor_id" : "292n0s9f323"
  "is_customer" : true,
  "page" : "https://burningman.org/xyz"
}

我知道如何计算上个月访问 /xyz 页面的唯一身份访问者有多少，并且我知道如何计算访问该页面时其中有多少是客户……但是..

我如何计算本月有多少客户访问了 /xyz 页面，即使他们在访问该页面时还不是客户？

【问题讨论】：

标签： analytics keen-io

【解决方案1】：

您将使用漏斗追溯计算这一点，类似于您进行广告归因的方式。

var funnel = new Keen.Query("funnel", {
  steps: [
    { // step one counts how many unique customers viewed any pages in the timeframe
      event_collection: "pageview",
      actor_property: "visitor_id",
      timeframe: "this_30_days",
      filters: [
        {
          property_name: "is_customer",
          operator: "eq",
          property_value: true
        }
      ]
    },
    { // step two counts how many of those specific visitors viewed XYZ page
      event_collection: "pageview",
      actor_property: "visitor_id",
      timeframe: "this_30_days",
      filters: [
        {
          property_name: "is_customer",
          operator: "eq",
          property_value: true
        }
      ]
    }
  ]
});

响应如下：

{
  "result": [
    3034,  // count of unique customers who viewed any page
    24 // count of those customers who at some point viewed XYZ page
  ],
  "steps": // additional metadata...
}

【讨论】：