Visual walkthrough — Empirical formula vs molecular formula — determination from % composition
This page rebuilds the parent result Empirical vs molecular formula from zero. Every stage gets its own picture.
Step 1 — What a "percentage" actually is
WHAT we do: we look hard at the given data, e.g. "", and ask what that number means before we touch it.
WHY: you cannot manipulate a number safely until you know what it counts. A percent is not grams, not atoms — it is a share of the whole mass.
PICTURE: imagine any lump of the compound. Slice its total mass into equal slivers. The percentage tells you how many slivers belong to each element.

The key realisation: the percentage is a ratio, so it never tells you how big the sample is. That freedom is what Step 2 exploits.
Step 2 — Freeze the sample at 100 g
WHAT we do: we declare that our sample weighs exactly .
WHY: because the ratio is size-independent (Step 1), we may pick any size we like. Picking makes every percent become grams with zero arithmetic: of is literally .
PICTURE: the same bar as before, but now each of the slivers weighs exactly . The label on each block flips from "" to "" untouched.

For glucose this hands us , , .
Step 3 — Why grams cannot be compared directly
WHAT we do: we resist the temptation to say " vs , so there's more oxygen."
WHY: grams count weight, not atoms, and different atoms weigh wildly different amounts. Comparing grams is like comparing "kg of feathers vs kg of bricks" and concluding you have equal counts of each.
PICTURE: a single carbon atom on a scale next to a single oxygen atom — oxygen sits lower because one O atom outweighs one C atom ( vs on the atomic-mass scale from Atomic and Molecular Mass). Same mass on the pan therefore hides fewer O atoms.

Step 4 — Convert grams to moles (the atom-counter)
WHAT we do: divide each element's grams by its atomic mass (grams per mole).
WHY: the mole is defined so that "moles" is proportional to atom count — equal moles means equal numbers of atoms, regardless of which element (see The Mole and Avogadro's Number). Dividing grams by grams-per-mole cancels the unequal-weight problem of Step 3.
PICTURE: three gram-bars (C, H, O) each passed through a divider machine labelled with its atomic mass, emerging as mole-bars whose heights are now honest atom-counts.

Glucose:
Step 5 — Scale so the smallest becomes 1
WHAT we do: divide every mole value by the smallest mole value.
WHY: we only want the ratio, and a ratio is easiest to read when its smallest member is . Dividing all by the same number does not change a ratio — it just rescales it, like reading a map at a friendlier zoom.
PICTURE: the mole-bars re-drawn with a dashed baseline at the shortest bar; each bar's height is now stated as "how many shortest-bars tall".

Whole numbers already ⇒ empirical formula .
Step 6 — The degenerate case: a stubborn ½
WHAT we do: we handle the case where Step 5 gives something like , not a whole number.
WHY: atoms cannot come in halves. A persistent , , or is not rounding error — it is a genuine fraction telling you the true integers are bigger. Rounding would fabricate a false formula (this is the trap the parent warns about).
PICTURE: a number line from to . A value at sits exactly between two integers — the picture shows it is equidistant, so neither integer is "closer". The fix arrow doubles everything, landing cleanly on an integer.

For : Multiply both by : .
Step 7 — From ratio to real molecule (the missing fact)
WHAT we do: we bring in the one piece of information percentages can never supply — the measured molar mass — and use it to find how many empirical units make one molecule.
WHY: percent composition is a ratio only (Step 1). and have the same ratio; nothing in the percentages distinguishes them. The molar mass is the "size of the cake" that fixes the actual count.
PICTURE: a row of identical empirical bricks () being stacked; the total measured mass is a ruler laid alongside, and the number of bricks that fills the ruler is .

Glucose: , and : , and
Step 8 — Edge case: when
WHAT we do: we check what happens if .
WHY: for water, carbon dioxide, table salt the molecule is the empirical unit — but you only learn that after dividing. You cannot assume it.
PICTURE: the brick-stack of Step 7 with exactly one brick — the ruler is the length of a single brick, so and empirical = molecular.

Recall Why can't we skip the molar mass and hope
? Because many everyday molecules (, , ) have . Without the measured molar mass you literally cannot tell from — they share every percentage.
The one-picture summary
Everything above is a single conveyor belt: Percent → Grams → Moles → Ratio → (clear fractions) → Empirical → (× n via molar mass) → Molecular.

Recall Feynman retelling — say it to a 12-year-old
Someone hands you a recipe written only as shares: " of the weight is carbon." First you pretend the bowl weighs exactly grams, so each share becomes grams for free. But grams are unfair — carbon atoms and oxygen atoms weigh different amounts — so you convert every gram-pile into a mole-pile, which is just a fair headcount of atoms. Now you shrink all the piles by the smallest one, so the tiniest pile reads "" and the rest read easy numbers. If a pile reads a stubborn "", that half is real, so you double every pile until they're all whole — and there's your simplest recipe, the empirical formula. But the recipe alone doesn't say if the cake is small or giant. So finally someone weighs the whole molecule for you (the molar mass); dividing that by the weight of one recipe-unit tells you how many recipe-units are stacked inside one real molecule. Multiply through — and you have the true molecular formula.
Connections
- Percent Composition by Mass — the raw input the whole belt starts from.
- The Mole and Avogadro's Number — why moles, not grams, count atoms fairly (Step 4).
- Atomic and Molecular Mass — supplies the atomic masses and empirical mass.
- Combustion Analysis — an experiment that produces the percentages.
- Law of Definite Proportions — why fixed integer ratios exist at all.
- Stoichiometry — where the finished molecular formula gets used.