Four Census fields on suburb pages were built from column names that do not
exist in the ABS 2021 DataPack. A name that does not exist reads as zero, so
the numbers stayed plausible while being wrong.
Employment. People who were employed but away from work in the Census week
were left out of the labour force, which inflated unemployment and deflated
participation on every suburb. Carlton was published as 12.3% unemployment and
58.7% participation; the ABS gives 11.4% and 63.2% in the same row, and those
are the figures now shown. Across the 545 Victorian suburbs with a labour force
of 1,000 or more, participation was previously out by a median of 4.0 points
and up to 6.2; it now matches the ABS to the rounding.
Single parent families. The share was zero on every suburb, so the tile
never appeared. It is now published: Carlton 13.8%.
Family composition. Couples with and without children were counted in
people rather than in families, while being labelled as composition shares.
They are now family counts, so the shares changed: Carlton couples without
children moves from 48.9% to 59.1%. "Couples with children" also now includes
couples whose children are all 15 or over, which the previous figure dropped.
Occupations. Technicians and trades workers never appeared in any suburb's
occupation list. The category is now present, and it is one of the three
largest occupations in 620 of the 936 Victorian suburbs that report at least
200 people across all eight occupation groups, the largest in 192 of them.
Ancestry, languages, housing stress, volunteering and need for assistance are
unchanged. The importer now validates every DataPack header it reads and fails
the import rather than treating an unknown column as zero.