Field note · May 20, 2026

Reader question — Turning a request into a question

"Can you pull the numbers for last quarter" is not a question. Converting it into one is the most under-taught skill in the job, and the one that most separates a senior analyst from a fast one.

1 min read ·Analytics practice ·practice

Reader question on Turning a request into a question, and the answer belongs somewhere more findable than an email.

"Can you pull the numbers for last quarter" is not a question. Converting it into one is the most under-taught skill in the job, and the one that most separates a senior analyst from a fast one.

The question was, roughly, "when does this stop applying?" — which is the right question and the one lessons routinely fail to answer. Every technique has a range of validity, and stating it is what separates a lesson from a recipe.

It sits in the Foundations module. The exercise is a thinking one rather than a query one — some of this material is about deciding what to compute, and that does not need a keyboard.

Ordering matters here more than in most courses. It follows Rows, grain, and the shape of a dataset and leads into A working setup that will not embarrass you, and reading it out of sequence mostly works but costs you the setup.

Free means free, and it also means we can rewrite it whenever it is wrong. No edition, no errata PDF, nothing to repurchase. The whole course is 36 lessons and the fixes land the day we find them.