# German rent tracks density and jobs — not crime, not clean air

> What does rent price in across Germany? Across 399 districts it tracks density and size, moves against unemployment, and barely moves with crime or air quality.

Published 2026-08-04 · Maksim Streltcov · https://immigrationdb.com/research/german-rent-price-signals/

Question: what does a higher rent in Germany actually go together with? Answer: density and size, and a labour market — not crime, and not dirty air. Across Germany's 399 housing-market districts , advertised rent ranks with population density at +0.47 and with district population at +0.37 . It moves against unemployment at −0.28 . And the two things people most often assume it prices in barely register: recorded crime at −0.11 and annual PM2.5 at −0.12 . None of these is an explanation. They are bivariate rank correlations between published values, and the characteristics are entangled with each other. What they can do is dismantle a few assumptions.

## What we measured
## What the data shows
## Where it breaks down
## What this means if you are moving
## Limits
## Method
## Sources

## Questions

**What is most closely associated with rent in Germany?**

Population density, at Spearman +0.47 across 395 housing-market districts, followed by district population at +0.37 across 399. Both are bivariate rank correlations: they show which districts sit high on both measures, not how many euros density adds.

**Do more expensive German places have more recorded crime?**

Barely a relationship either way. At the grain both figures are actually published at — the district — rent and recorded crime correlate at −0.11 across 399 districts. Measured city by city the same data gives −0.26, but that counts each district's single rent and crime value up to 27 times.

**Does rent track the job market?**

More than it tracks crime. Rent and the unemployment rate correlate at −0.28 across 382 districts: more expensive districts tend to have lower unemployment. It is the strongest negative relationship in the set and it does not establish that either causes the other.

**Why does this article show €21 for Munich when the Munich page shows €15.38?**

They are different measures. This article uses BBSR advertised re-letting rents, which give the Munich district €21/m² per month for 2024. The city page shows the official Mietspiegel reference rent of €15.38/m², which covers existing tenancies rather than new listings.

**Why is the analysis reported for districts rather than cities?**

Because that is the grain the data is published at. Both the rent series and the German crime indicator come from BBSR compilations produced to district level, so 2,058 city rows carry only 399 distinct values — a median of four cities share each one.