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Humaniwork

Signals

What we are seeing in the data, and what we think it means.

Every piece states its finding, shows its evidence, and names its limitation in the same document. Where we get a number wrong, the correction appears here with the date on it.

Latest

Field brief · 15 JUL 2026 · 4 min

The six-week window, and where the number comes from

The interval between a neighbourhood signal appearing in administrative data and the point where a response still changes the outcome is about six weeks. Most municipalities are working eighteen months behind it.

Dr. Krishna Hari Pushkar

Data · 30 JUN 2026 · 4 min

One in four: what the 25.1% figure does and does not tell you

More than a quarter of Catalonia’s residents were born outside Spain. The figure is accurate, widely quoted, and almost useless for planning a service, because the thing it averages away is the thing you need.

Dr. Krishna Hari Pushkar

Government · 12 JUN 2026 · 4 min

What your Data Protection Officer asks first

Six questions decide whether a municipal AI pilot happens. They are asked in the same order every time, and a vendor who cannot answer the first two rarely gets to the third.

Desh Deepak

Method · 28 MAY 2026 · 4 min

Reading a CV in Catalan: what ESCO alignment actually does

A keyword scan reads the words on a CV. Skills matching reads the competences behind them. The difference decides whether a qualified electrician from Quito ever reaches a shortlist in Sabadell.

Desh Deepak

People

09 MAY 2026 · 4 min

The sending side

European integration platforms are built by people who have only ever seen the arrival. Twenty-one years running the departure end of a major labour corridor changes what you think the data is for.

Dr. Krishna Hari Pushkar