Understand the place.
See the bigger picture.

Local research · 1 min read

A good profile starts with the question you are asking.

A neighbourhood profile is a starting point, not a complete description of everyone who lives there. Decide whether you need to understand residents, homes, local services or employment before collecting figures. Those questions often require different datasets.

Read the definitions alongside the headline. The population of an area, the number of households and the number of people registered for a service are not interchangeable. Keep the publication date separate from the period being measured; a report published this year may describe an earlier year.

Make a short source note with the publisher, table name, reference period and boundary. Add one sentence explaining what the figures cannot tell you. That small habit makes a community report much easier for someone else to check.

Data skills · 1 min read

Three familiar measures answer three different questions.

A count tells you how many. A percentage tells you what share of a defined total. A rate relates a count to a population or another base. An area can have a larger count simply because more people live there, even when its proportion is lower.

Before comparing percentages, check the denominator: percentage of residents, working-age adults, households or survey respondents? A shift from 10% to 12% is an increase of two percentage points. The relative increase is 20%. Both statements can be correct, but they describe the change differently.

Write the units into your notes and chart labels. If the underlying group is small, a change involving a few people may look dramatic as a percentage. Keep the count beside the proportion whenever the source allows it.

Data skills · 1 min read

Similar-looking labels can hide different boundaries.

A ward, postcode district and neighbourhood name can cover different places. Start with the geography used by the source, rather than assuming that two tables refer to the same area. Boundary changes can also interrupt a time series.

Use the same period and measure for every area in a comparison. A household survey estimate and an administrative count may both be useful, but they are not automatically comparable. Check whether revisions or changes in collection methods affect the apparent trend.

A practical comparison table needs only a few columns: area, measure, period, source and caveat. Add more indicators only when they answer the original question. A small table with consistent definitions is often more informative than a dashboard full of unrelated figures.

Local research · 1 min read

Trace a useful statistic back to where it was published.

A number quoted in a news story or presentation is a lead. Follow its source link until you reach the publisher's release, table or methodology. If the link is missing, search for the exact measure and reference period rather than copying the number without context.

The council's borough and ward profiles are useful starting points for local information. The Office for National Statistics provides national and local-area releases. Read the source's own definitions before reusing a figure, and follow its reuse conditions.

Keep the title and date as well as the web address. Links move, while a full citation gives a future reader another way to find the material. Do not treat an old report as a statement about conditions today.

Community projects · 1 min read

Good research should help decide what to investigate next.

Begin with the decision your group needs to make. A proposal for a community activity might need information about travel, available venues and the people it hopes to reach. A broad population figure alone will not answer those practical questions.

Combine published evidence with appropriate local listening. Explain how comments were collected and avoid presenting a handful of responses as representative of the whole borough. Different experiences are useful evidence, but they do not all become statistics.

Finish your brief with a question that can be acted on: which locations need closer investigation, what information is missing, or whose perspective has not been heard? Make the next research step specific enough for someone else to carry it out.

Community projects · 1 min read

A repeatable structure keeps small research projects clear.

Put the question at the top, followed by a short explanation of why it matters. Select two or three findings that directly address it. Give every finding a source and a date so that a reader can distinguish evidence from interpretation.

Use plain descriptions of uncertainty. Explain when a number is an estimate, when the available area is broader than the place you care about, or when recent data are unavailable. Do not fill those gaps with a confident guess.

End with a practical next step and a short source list. Keep a separate record of downloaded tables and calculations. A concise public note can stay readable while the supporting material remains available for anyone who needs to check the detail.