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What A Board Lets You Ask

Fifty notes on what a board of listings lets you ask

Four hundred and sixty-one schemas

What a board of listings lets you ask

Multiply the choices in each filter and you have how many listings a board can tell apart. Add one to each and multiply again and you have how many questions it permits. Four boards in five share the first figure with another board; no two share both.

the facetscellsqueriessizes144245614440091444201314444191447201514475613144129615
  • one bar is one facet; the divisions are its values
  • cells: how many listings the schema can tell apart
  • queries: how many different questions it lets anybody ask
  • sizes: how many different result sizes are reachable

Seven schemas drawn; all of them tell the same 144 listings apart, across four different facet counts.

Computed from the schema alone. How many facets and how many values in each is a stated convention; the three figures are products of whole numbers.

50

notes on what a board lets anybody ask

461

schemas of facets, every one of them computed

461

distinct pairs of figures: one pair, one schema

381

schemas share their cell count with another

Two things here are decided rather than counted: that a board is described by its filter sizes alone, and that a query sets each filter to one value or leaves it alone. Every other figure is a product of whole numbers and comes apart under a pencil.

A board of listings decides two things before a single listing arrives: how many filters it will carry, and how many choices each filter offers. From that moment the set of questions anybody can put to it is settled — fixed, finite, and countable.

Everything else about the board changes. Listings appear and expire, the volume rises and falls, the wording shifts. The structure of the filters sits underneath all of that, and it determines two ceilings that no amount of content can raise.

The ceiling on what can be told apart

Multiply the number of choices in each filter together. That product is how many genuinely different listings the board is capable of distinguishing.

Before applying this arithmetic to a live team, readers can review the current platform overview and decide which records would genuinely support a planning decision. For a separate technical reference, see Kaggle.

Two listings that agree on every filter fall into the same cell of that product. They are, to the board, the same listing. No query separates them, not because the query was badly phrased but because the board carries no apparatus for the difference. If they differ in something real — and listings always do — that difference is invisible by construction, and it stays invisible however long anybody looks.

A board with six filters of six choices each can tell forty-six thousand six hundred and fifty-six listings apart. A board with two filters of two can tell four apart. Both look like boards.

The ceiling on what can be asked

Add one to each filter's count of choices — the extra one standing for leaving that filter alone — and multiply again. That product is how many different questions the board permits.

It is always larger than the first product, and it does not grow in step with it. This is the part that catches people out. Two boards can tell exactly the same number of listings apart and differ by a factor of five in how many questions they allow. Seven of the schemas in this record do precisely that: they all resolve one hundred and forty-four listings, and the questions available run from two hundred and forty-five to one thousand two hundred and ninety-six.

Why one number about a board tells you almost nothing

Four hundred and sixty-one schemas fit inside the bounds this record sets. Their cell counts fall into one hundred and ninety-five distinct values — which means three hundred and eighty-one of the four hundred and sixty-one share a cell count with another schema. Four in five.

Quote that one figure about a board and you have narrowed it to a group that may hold seven quite different structures, with three filters or six, offering wildly different numbers of questions.

Quote both figures and you have named the board exactly. Every one of the four hundred and sixty-one produces a pair that no other schema produces. One pair, one schema, with no exceptions anywhere in the record.

That is the single most useful thing here: the gap between what one number tells you and what two numbers tell you is the whole difference between a vague impression and a complete description.

What this record does not do

It does not count people, and it does not predict results. It counts structures, under two stated conventions that the page on method sets out before anything else.

The calculations remain the core of this record. Practical guides are kept in a separate editorial section, use stated scenarios and point readers to current official product information for verification.

Six parts follow. They can be read in any order, and each one prints the inputs to every figure it quotes, so that a pencil can check the lot.

The six parts

Read in any order. Every part rests on the same two conventions and on multiplication.

Telling apart

The product of the facet sizes, and what it forecloses.

2 to 46 656 · 8 notes

What can be asked

Every facet is set to one value or left alone.

3 to 117 649 · 9 notes

Reaching one

Most questions a board allows do not pin anything down.

64/729 to 6/7 · 8 notes

Grain

Subsets are many; their products are few.

2 to 39 · 8 notes

One more facet

The two edits a board can make, priced.

×k against ×(k+1)/k · 9 notes

Limits

Stated at the top, not buried at the bottom.

two conventions · 8 notes

One board, three questions

6×424 of 246×44 of 246×41 of 24
  • one cell: one combination of values
  • the heavy outline with corner ticks: what the query returns

Three grids drawn; one of them sets every facet and so reaches a single cell; one sets none, and so returns everything.

Two filters, of six choices and four: twenty-four cells. Nothing set returns everything; one filter set returns a column of four; both set reaches a single cell. The grid is the same in all three — only the outline moves.

Computed from the two facet sizes. A query sets a facet to one value or leaves it unset: that is the convention, not a claim about how anybody searches.

Where a board can fall

246656the smallest2246656the median864246656the largest46656
  • the upright: where this figure falls on the record's range
  • the ticks are powers of ten; the scale is logarithmic

Three figures placed; the range is the record's own, over cells.

The record's full range of resolution, logarithmically. The median sits well left of centre, because there are far more ways to build a modest board than an extreme one.

Placed on the full range the record holds. The scale is the record's own, and the drawing refuses a scale that is not.

Practical software guides

Three formats for reviewing tools around data work

The guides use different structures and list sizes: seven editorial field notes, a ten-tool comparison grid and a thirteen-platform decision catalog.