# London's households

> Household composition, tenure and bedroom counts across London neighbourhoods.

- Category: Housing
- Cadence: census
- Status: Published on a census cadence.
- Dataset key: `census-neighbourhood-households`
- Source: [ONS](https://www.nomisweb.co.uk/census/2021/bulk)
- Licence: Open Government Licence v3.0 — [terms](https://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/)
- Canonical page: [https://londongraph.com/g/londons-households](https://londongraph.com/g/londons-households)
- Machine-readable record: [https://londongraph.com/data/londons-households](https://londongraph.com/data/londons-households)

## Methodology

Official disclosure-controlled Census 2021 TS003, TS050 and TS054 tables at 2021 LSOA geography. Each percentage retains its own published household denominator; cell-key perturbation can create small differences between tables.

## Visualisations

- [Map](https://londongraph.com/g/londons-households): Household composition, tenure and bedroom counts across London neighbourhoods.
- [Distribution](https://londongraph.com/g/londons-households?view=distribution): Place every mapped area in the selected measure's distribution while preserving missing values.

## Citation guidance

Attribute the original publisher named above and identify LondonGraph as the visualisation and methodology layer. Do not describe live values as a historical census, and do not present placeholder values as observations.