我正在使用导出到BigQuery的FirebaseAnalytics数据来分析我们的应用程序。
为了检查用户转换,我编写如下的sql。
with users_with_screen_view_and_session_id as (
SELECT
user_id,
user_pseudo_id,
event_date,
event_timestamp,
event_name,
platform,
case
when event.key = 'firebase_screen'
and event.value.string_value is not null then event.value.string_value
when event.key = 'firebase_screen'
and event.value.int_value is not null then cast(event.value.int_value as string)
else null
end as firebase_screen,
case
when event.key = 'ga_session_id'
and event.value.string_value is not null then event.value.string_value
when event.key = 'ga_session_id'
and event.value.int_value is not null then cast(event.value.int_value as string)
else null
end as session_id
FROM
`{my_project}.analytics_{my_id}.events_*` as main
,unnest(event_params) as event
WHERE _TABLE_SUFFIX BETWEEN '20191001' AND '20191001'
and event_name = 'screen_view'
),
users_with_screen_view_agg_firebase_screen as (
select
user_id,
user_pseudo_id,
event_date,
event_name,
platform,
event_timestamp,
max(firebase_screen) as firebase_screen,
max(session_id) as session_id
from
users_with_screen_view_and_session_id
group by
user_id,
user_pseudo_id,
event_date,
event_name,
platform,
event_timestamp
)
select
*
from
users_with_screen_view_agg_firebase_screen
;
我以为每个事件都有ga_session_id
,但是在此查询结果中,有些行的ga_session_id
为null。在什么情况下ga_session_id值会变为null?
查询结果的图像在这里。
enter image description here
最佳答案
可能缺少 session 的主要原因是由于SDK的版本。在2018年底,firebase SDK上有一个change,旨在删除缺失的ga_sessions_id,因此请检查您的SDK版本是否至少为16.5.0或更高。
如果这似乎不是您的问题,建议您直接向Firebase支持here进行检查,以便他们了解这种情况。