在 Big Query 中結合用戶級別和頁面

Question

我開始探索大查詢，我想知道，是否可以將大查詢或 GA 數量的唯一用戶和他們看到的頁面結合起來？ 所以我想看看有多少獨立訪問者瀏覽了一個或多個頁面，其中 Z% 還瀏覽了 W 個頁面？

我使用下面的查詢來獲取查看某些頁面的 Y 個唯一訪問者，但無法看到查看過 W 個頁面的百分比。

#standardSQL
SELECT
hits.page.pagePath AS other_seen_pages,
COUNT(hits.page.pagePath) AS number_other_seen_pages
FROM `project.dataset.session`,UNNEST(hits) AS hits
WHERE fullVisitorId IN (
  SELECT fullVisitorId
  FROM `project.dataset.session`,UNNEST(hits) AS hits
  WHERE hits.page.pagePath LIKE '%x_page%'
  GROUP BY fullVisitorId )
AND hits.page.pagePath IS NOT NULL
AND hits.page.pagePath NOT LIKE '%x_page%'
GROUP BY other_seen_pages
ORDER BY number_other_seen_pages DESC;

Answer 1

我知道您想要查詢，在相同訪問者訪問的其他頁面的頂部顯示訪問他們的訪問者數量（來自同一訪問者子集）（以及高於用戶總數的百分比）。

這是一些對我bigquery-public-data.google_analytics_sample.ga_sessions_20170801代碼，用於bigquery-public-data.google_analytics_sample.ga_sessions_20170801 Google Analytics 公共表和“/google+redesign/electronics”頁面路徑：

它：

1. 創建一個包含表中不同用戶總數的表
2. 創建一個像您這樣的表格，並為訪問您頁面的不同用戶和該行的頁面添加一個字段
3. 從這兩個表中選擇所需的字段並計算 %

.

WITH 
t_total_users as (select count(DISTINCT fullVisitorId) as total_users from `bigquery-public-data.google_analytics_sample.ga_sessions_20170801`),

t_other_pages as (SELECT
hits.page.pagePath AS other_seen_pages,
COUNT(hits.page.pagePath) AS number_other_seen_pages,
COUNT(DISTINCT fullvisitorID) as visitors_per_page
FROM `bigquery-public-data.google_analytics_sample.ga_sessions_20170801`, UNNEST(hits) AS hits
WHERE fullVisitorId IN (
  SELECT fullVisitorId
  FROM `bigquery-public-data.google_analytics_sample.ga_sessions_20170801`,UNNEST(hits) AS hits
  WHERE hits.page.pagePath LIKE '/google+redesign/electronics'
  GROUP BY fullVisitorId )
AND hits.page.pagePath IS NOT NULL
AND hits.page.pagePath NOT LIKE '/google+redesign/electronics'
GROUP BY other_seen_pages
ORDER BY number_other_seen_pages DESC)

SELECT 
t_other_pages.other_seen_pages,
t_other_pages.number_other_seen_pages,
t_other_pages.visitors_per_page,
t_total_users.total_users,
(t_other_pages.visitors_per_page/t_total_users.total_users)*100 as percentage_visitants
FROM t_total_users, t_other_pages

如果查詢目標中有我誤解的內容，請說明！