Google Analytics 是商业智能工具

发布于 2024-12-20 16:04:25 字数 1459 浏览 4 评论 0原文

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时常饿 2024-12-27 16:04:25

不,Google Analytics 不是商业智能工具。

那里有很多相互竞争的定义,但这里有一个相当好的解释为什么不这样做:

网络分析的目标与传统分析略有不同
商业智能目标:网络分析旨在衡量用户
来自在线营销意识、社交媒体、移动设备的互动,
视频交互,当然还有网络本身。那些是
非个人身份识别活动,大部分是非交易性的(在
经典 IT 术语),它们的使用寿命相对较短,并且
更接近统计领域 - 具有抽样的含义
和误差幅度。另一方面,商业智能依赖于
很大程度上依赖于完整性的历史交易数据
加强,客户被识别,时间跨度需要更长,
更彻底的分析将改善业务流程
以及更好的策略。

您可以充分证明网络分析是业务的关键功能,并且您应该将 GA 的使用与业务目标联系起来,但它不会t 满足严格的定义BI。


顺便说一句,如果这是一份工作申请,人们宁愿听到您与 GA 合作的直接结果,而不是说您“致力于开发 BI 工具来实现业务目标”。

例如:我将跳出率降低了 30%,导致蓝色小部件的销售额增加了 100 万美元。

No, Google Analytics is not a business intelligence tool.

There are lots of competing definitions out there, but here is a reasonably good explanation of why not:

The goals of web analytics are slightly different from traditional
business intelligence objectives: web analytics aims to measure user
interactions from online marketing awareness, social media, mobile,
video interactions, and of course, the web itself. Those are
non-personally identifiable activities, largely non-transactional (in
classic IT terminology), they have a relatively short lifespan and are
much closer to the realm of statistics - with implications of sampling
and margin of error. On the other end, business intelligence relies
heavily on historical transactional data where integrity is
reinforced, customers are identified and the timespan require longer,
more thorough analysis which will lead to improved business process
and better strategies.

You can make a strong case for web analytics as a critical function of business, and you should relate your use of GA in terms of business objectives, but it won't meet a strict definition of BI.


As an aside, if this is for a job application, people would rather hear the direct results of your work with GA, rather than saying you "have worked on BI tools towards achieving Business goals".

For example: I reduced bounce rates by 30%, resulting in an increase of sales of blue widgets by $1 million.

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