Last reviewed: Next review due:
Why the census is the local reporter’s best free dataset
Almost every other dataset a local journalist uses is a sample, an administrative by-product, or a return that some bodies file well and others file badly. The census is none of those. It is a mandatory, whole-population count, taken on one day, with one set of definitions, published down to areas of a few hundred people, and free to reuse. That combination is why it ends up as the denominator underneath most other local statistics you will ever quote.
The quality is genuinely high. For Census 2021 in England and Wales the person response rate reached 97% of the usual resident population, and over 88% in every local authority, against targets of 94% and 80% respectively. Local authorities were invited to review provisional estimates for their own areas before publication.
It has exactly one structural weakness, and it is worth keeping in mind throughout: a census is a snapshot, and it starts ageing the moment it is taken. Everything below is about extracting the parts that stay true, and flagging the parts that were already unusual on the day.
Three censuses, two dates, three agencies
“The 2021 census” is not one thing. ONS ran England and Wales, NISRA ran Northern Ireland, and National Records of Scotland ran Scotland — and Scotland ran a year late.
ONS says the timing difference “makes the production of UK results more challenging than usual”, and produces UK totals by interpolating Scottish values for March 2021 between the 2011 and 2022 censuses. It will not do this below country level, because interpolation for smaller areas is “additionally challenging, with the quality of the resulting values liable to be lower”. There is no UK census figure for your patch, and the interpolated Scottish values do not replace NRS’s own results as the definitive statistics for Scotland. For how the three agencies relate to one another, see our guide to the UK statistical bodies.
The geography ladder: pick the right rung
Most census stories succeed or fail at this step. Go too small and the data is suppressed, noisy, or describes an area no reader recognises. Go too large and the story disappears into an average. The statistical hierarchy runs output area to LSOA to MSOA; wards, parishes and local authorities are administrative geographies assembled from those building blocks.
Street-scale patterns, and the building block from which every larger area is assembled. Rarely publishable on its own once disclosure control bites — and never for a rare characteristic.
The workhorse for neighbourhood stories, and the geography most other datasets — deprivation, health, housing — are published on, so it joins well.
Big enough to survive disclosure control for most characteristics, small enough to mean something locally. Start here when an LSOA breakdown comes back blocked.
The geography readers and councillors actually recognise. Census outputs are fixed to the 2022 boundaries, so check against your council’s current wards before naming one.
Village-level stories where a ward is too coarse. Expect heavy suppression on anything beyond headline counts.
Comparisons between councils, and the level at which almost every other official statistic is available for a fair join.
Two practical notes. Because wards and parishes are assembled from output areas rather than counted independently, ONS selectively realigned around 200 OA boundaries to ward boundaries for 2021 to improve the fit — a reminder that ward figures are constructed, not native. And if you are not sure which ward, council or constituency covers the address in your story, our Find Your Patch tool will resolve a postcode to all of them.
Where to actually get the data
ONS releases census results as a family of products rather than one file: topic summaries carrying mostly single-variable data with commentary, multivariate datasets crossing two or more variables, origin-destination or flow data showing movement between places, and anonymised microdata samples. If the cross-tabulation you need is not in a published table, the custom dataset builder is usually the answer before an FOI is.
Statistical disclosure control: the small-area trap
This is the most important thing on this page, and the reason small-area census journalism goes wrong. ONS is obliged to protect the confidentiality of individual responses, and it does that by changing the data before you ever see it. Not by hiding some of it — by altering it.
ONS protected Census 2021 three ways: it swapped records between areas, applied a cell key method to every table, and applied disclosure rules deciding which tables could be published at all. Targeted record swapping moved unusual or identifying households to similar areas: the geographies were changed for between 7% and 10% of households, and between 2% and 5% of individuals were swapped between communal establishments.
Cell key perturbationthen adds small amounts of noise to the published counts. ONS says “a typical dataset would have around 14% of cell counts perturbed by a small amount”, and that “small counts were more likely to have been perturbed so datasets with large counts receive less noise than those with many small counts”. The perturbation is consistent — the same cell appearing in two different datasets receives the same treatment — but ONS warns directly that “the randomness may mean small changes to totals”, and that across two differently constructed datasets “the totals of all cells may in turn be different”.
So: a count of 7 in an output area is not a statement that seven people are there. A difference of 2 between two small areas is not a finding. A total that refuses to reconcile with its own components is the method working, not a mistake to hunt down. And the smaller and rarer the thing you are counting, the more of what you are looking at is protection rather than population.
The third mechanism shows up as suppression. Create a Custom Dataset has rules that stop a dataset being produced at all if it would be too disclosive, and the guidance on the trade-off is genuinely useful: where the system suppresses data, you may be able to get less detailed data for the same area, or the same detail for a larger area. That is a choice to make consciously and then explain in the piece.
None of this makes small-area census data unusable. It makes it usable for patterns rather than values. A run of neighbouring LSOAs all pointing the same way is a story. One output area with an eye-catching number is not.
2021 was a pandemic census
England and Wales were counted on 21 March 2021, during a national lockdown, with guidance to work from home wherever possible and millions of people on furlough. ONS has published a standing note on which topics that distorted, and it names five.
ONS’s own advice on the commuting data is the model for how to handle all of this: take care not to overinterpret, take extra care below region level, and accept that “it is difficult to know whether patterns detected are concentrations of furloughed populations, pandemic-related changes in behaviour, or longer-term trends”. If you cannot separate those three explanations, do not pick one in the headline.
Comparing with 2011 without inventing a trend
“Up 30% since the last census” is the most common census headline and the easiest to get wrong, because two separate things can move underneath it: the definition and the boundary.
- The variable definition moved: The Census 2021 Dictionary rates each variable as comparable, broadly comparable, or not comparable with 2011. "Broadly comparable" means "changes may have been made to the question or options that people could choose from or how write-in answers are classified" — enough to move a percentage without anything changing on the ground.
- The question guidance moved: ONS reviewed and redeveloped all question guidance for 2021. In some cases that slightly changed the data collected even where the question wording looks similar. The dictionary page for the variable is where this is disclosed.
- The output areas moved: 2011 OAs that still sat inside the 40 to 250 household and 100 to 625 resident thresholds were carried forward unchanged. Others were merged or split into new 2021 OAs, and LSOAs and MSOAs were reshaped the same way. Around 200 OA boundaries were realigned to ward boundaries.
- The ward boundaries moved: Census outputs are published for wards as they stood on 5 May 2022. Councils redraw wards at boundary reviews, so the ward in your census table may not be the ward on your council’s current map, or the one the councillor you are quoting represents.
- One census ran a year late: Scotland was enumerated in March 2022, England, Wales and Northern Ireland in March 2021. Any three-nation comparison is comparing different moments, and ONS explicitly declines to interpolate Scottish values below country level.
The practical test before publishing any change-since-2011 figure: open the variable’s page in the Census 2021 Dictionary and read its comparability rating and its notes, then confirm the area code you are using means the same ground in both censuses. Both checks take a couple of minutes and both belong in your notes.
The new 2021 questions — and one accreditation change
Census 2021 in England and Wales asked about sexual orientation and gender identityfor the first time, both voluntary and both asked only of people aged 16 and over. It also added a question on previous service in the UK armed forces, which gave local reporters a veteran population estimate for their area for the first time. Because the two identity questions were voluntary, some over-16s left them blank — and ONS treats those blanks as legitimate responses rather than imputing values to fill them, so be precise about whether a percentage is of all over-16s or only of those who answered.
On 5 September 2024 ONS asked that the Census 2021 gender identity estimates for England and Wales cease to be accredited official statistics and be reclassified as official statistics in development. On 12 September 2024the Office for Statistics Regulation published its final review and agreed. Ed Humpherson’s letter to ONS states: “OSR supports your proposal to publish the Census 2021 gender identity statistics for England and Wales as official statistics in development rather than accredited official statistics.”
OSR’s finding was specific: “We consider that there is sufficient evidence that the gender identity question in the census has underperformed, with some groups of people being more likely than others to misunderstand the question.” ONS says the evidence “does show there is potential for bias in how the gender identity question was answered by those in England and Wales who responded that they did not speak English well”. Its quality guidance goes further: smaller group breakdowns “should not be used as precise estimates of the trans population and comparisons between areas or groups should be considered with caution, particularly where there are different levels of English language proficiency”.
For a local reporter that warning lands squarely on the story you were probably going to write. A local-authority or ward-level trans population figure, or a table ranking areas by it, is exactly the breakdown ONS is telling you not to treat as precise — and areas differ in English language proficiency, which is the specific mechanism suspected of biasing it. Report the estimates as official statistics in development, say what the review found, and do not build a league table on them.
Two things this change is not. It is not a judgement on the rest of the census: Humpherson’s letter is explicit that “all other outputs from the Census 2021 in England and Wales are unaffected by this decision and remain designated as accredited official statistics”. And it is not a downgrade of the sexual orientation estimates, which came from the same voluntary question block and remain accredited official statistics. Getting that distinction right matters, because conflating the two misrepresents both.
Rates, bases and change over time
Mapping census data
Census data maps well because ONS publishes the boundaries to go with it. The Open Geography Portal — “the UK’s official Office for National Statistics Open Data Geography Site” — carries boundary files, names and codes, and the lookup tables that connect one geography to another.
- Join on ONS codes, never on names. Area names repeat across the country; codes do not.
- Match the vintage. Census 2021 data belongs on 2021 output area, LSOA and MSOA boundaries, and ward outputs on the 5 May 2022 wards.
- Map a rate or a percentage, not a count. A choropleth of raw counts is a map of where people live, which your readers already know.
- Beware the large rural area. Output areas are equalised on population, not on land, so a sparsely populated area dominates the map while representing few people.
- Do not map down to a level the disclosure control has made unreliable. If the pattern only appears at output area level, it is probably noise.
- Say in the caption which geography you mapped and which census it came from.
For the mechanics of building the map itself, see our mapping UK data guide.
A snapshot that ages
The census is a photograph of one day, and that day is receding. Some of what it measures is structural and ages slowly — housing stock, tenure mix, the age profile of a settlement, entrenched patterns of deprivation and unpaid care. Some of it ages fast, particularly anything about work, commuting or recent migration, all three of which were already unusual in March 2021.
The rule of thumb: use the census for structure and composition, and a more current source for levels. If you need today’s population of a ward as a denominator, ONS mid-year population estimates are the better choice; the census is what tells you what kind of ward it is.
There will be a next one. In June 2025 the UK Statistics Authority recommended that the government commission ONS to deliver a questionnaire-based census of England and Wales in 2031, alongside continued development of an admin-based population and migration statistics system; in July 2025 Cabinet Office Minister Georgia Gould confirmed the government was commissioning it. NRS and NISRA also recommended a census in 2031. A consultation on which topics Census 2031 should cover ran from 28 October 2025 to 4 February 2026, with a full report due later in 2026 — a live local story in itself for anyone whose patch depends on a question that might not survive.
Red flags in your own copy
- A "UK census" figure for a town, region or local authority — the three censuses ran on two different dates and ONS does not interpolate below country level.
- A ranking of wards or output areas built on small counts, presented without mentioning that ONS perturbed them.
- A percentage change since 2011 for a variable the Census 2021 Dictionary does not rate as comparable.
- A commuting, workplace or employment story leaning on Census 2021 as though March 2021 were a normal month.
- A trans or gender identity figure for a local area quoted as an accredited official statistic.
- A map that joins 2021 census data to 2011 boundary files, or to this year’s redrawn wards.
- A student-population claim about a university town that does not acknowledge the lockdown enumeration problem.
- The phrase "the census shows" attached to a number that is now several years old, where a mid-year population estimate exists.
Before you publish checklist
- I have named which census the figure comes from — England and Wales 2021, Northern Ireland 2021, or Scotland 2022 — and linked the table.
- I have named the geography and the population base, and confirmed both are the same on every side of my comparison.
- I have checked the variable in the Census 2021 Dictionary for its definition and its comparability rating against 2011.
- If the story rests on a small area or a rare characteristic, I have said in the copy that ONS perturbs small counts, and I have not built a ranking on them.
- If the topic is students, work, commuting, migration or where people were counted, I have flagged that Census 2021 was taken during lockdown.
- If I am quoting gender identity data, I have described it as official statistics in development and explained the review finding.
- If mapping, I have matched the boundary vintage to the census and joined on ONS codes.
- I have put the interpretation to the council, the university or the relevant body and included their response.
Start from the geography, not the spreadsheet
Most census stories begin with a place rather than a table. Resolve the postcode to its ward, council and constituency first, then pull the census figures for exactly those areas — and where the census stops short, the council usually holds the rest.
Frequently asked questions
Was the census taken on the same day across the UK?
What is the smallest area I can get census data for?
Why do my census numbers not add up?
Can I report the Census 2021 gender identity figures?
Can I compare Census 2021 with Census 2011?
Does the pandemic make Census 2021 unusable?
Where do I get boundary files to map census data?
When is the next census, and what do I use until then?
Related guides
Primary sources
- Maximising the quality of Census 2021 population estimates — response rates and quality assurance— ONS
- Census 2021 geographies — output areas, LSOAs, MSOAs, wards and parishes— ONS
- Area type definitions, Census 2021— ONS
- Protecting personal data in Census 2021 results — record swapping and cell key perturbation— ONS
- Impact of the coronavirus (COVID-19) pandemic on England and Wales Census 2021 outputs— ONS
- Travel to work quality information for Census 2021— ONS
- Sexual orientation and gender identity quality information for Census 2021— ONS
- Review of statistics on gender identity from the 2021 England and Wales Census — final report— Office for Statistics Regulation
- Ed Humpherson to Emma Rourke — conclusions of OSR’s gender identity review— Office for Statistics Regulation
- Census 2021 Dictionary — variables by topic, with comparability against 2011— ONS
- Create a custom dataset — Census 2021 flexible table builder— ONS
- Census products — topic summaries, multivariate, flow data and microdata— ONS
- Nomis — Census 2021 datasets, table finder and area profiles— Nomis / University of Durham for ONS
- Open Geography Portal — boundaries, codes and lookups— ONS
- Combining and comparing census figures across the UK— ONS
- Scotland’s Census 2022 — about the census— National Records of Scotland
- The 2022 Census in Scotland — the delay, the extension and collection— Office for Statistics Regulation
- Census 2021 for Northern Ireland— NISRA
- Planning for Census 2031— ONS
Check the live release. Census outputs are added to and revised after first publication, and quality guidance is updated inside the ONS, NRS and NISRA methodology pages rather than announced separately. Verify every figure, and every accreditation status, against the current publication before you file.