What we collected. Every public post in r/CounterTops, a public Reddit community for countertop buyers, installers and fabricators between
2021-07-01 and 2026-07-18, plus their comment threads. That is
10,132 posts and 153,704 comments, of which
152,505 still had a body to read. We used the
Arctic Shift full-history archive (Reddit's own listing endpoints cap at about 1,000 posts, so the archive is the only way to see five years).
How posts were classified. A post counts as a question post if it has a written body, or its title contains one of 25 asking cues (?, help, advice, should i, is this, how much, ...). That gives
9,197 question posts, 90.8% of the total.
Subject clusters are word-boundary matched phrase patterns run over the title and body
together. Every pattern used is printed on the page that reports its number, so you can
disagree with one specifically rather than in general.
What we did not do. We did not read every post. We did not survey anybody. We did
not sample: this is the whole archive for that window, so there is no sampling error to
quote, only classification error, which is real and which the patterns let you judge.
Where the analysis is ours. The counts are mechanical. The reading of them is
ours, and it is opinion. Where our first reading turned out to be wrong we have said so
on the page rather than quietly changing the number, which is the whole reason
finding 02 is written the way it is.
Volume grew fast, which changes what a percentage means
The community was small in 2021 and large by 2026.
Early percentages move on a handful of posts, so a year-over-year trend line is only
worth reading from about 2023 onward.