First Report: Mobility in Germany and Social Distancing

Social distancing is on everyone's mind, and when you go outside in Germany the streets surely feel emptier. But are people actually staying at home more than usual?

Using digital data sources, we can measure how people move and if they have changed their behavior in recent weeks. To this end, we use anonymized mobility datasets gathered from mobile phones.

In our datasets, we see how many people move within and between counties (Landkreise) in Germany. We know how many people move, but we do not know who. We can't distinguish individuals or gain access to any personal information such as age or gender. For more details on the data and what constitutes a trip, see the data page.

General mobility trends

So, are people moving less than usual? The short answer: Yes

During March 2020, we see a distinct decrease in overall mobility. On a typical weekday, we would see around 190 million trips in the beginning of March. At the end of the month, this has decreased to around 120 million trips.

When we compare the number of movements to an average week from March 2019, we clearly see a deviation from the “normal” baseline. Mobility starts to decrease noticeably in the second week of March, with most change taking place in the third week, from March 15-22.

The strong decrease in the third week of March coincides with many major policies taking effect, restricting the movement in Germany. Notable events:

These policies, paired with social distancing measures by individuals and companies, lead to the strong decrease of mobility in the third week of March.

Although the effect of individual policies is hard to distinguish, some can be seen more clearly. The curfew in Bavaria announced on March 20th lead to the strong decrease in mobility in the following days. You can see this regional effect easily in the Mobility Monitor dashboard.

The most recent data shows a slight rise in mobility in the beginning of April. We will have to observe whether or not this trend continues.

Maps of mobility changes

The decrease in mobility does not affect all regions of Germany the same. Some areas experience more cases of Covid-19, policies are implemented in different ways on a federal state level, and so the degree of social distancing differs.

The following maps show the change in mobility for select weeks, where we compare weeks from March 2020 to an averaged week from March 2019.

For each district, we show the change in trips originating in this district. This data is the same as shown on the Mobility Monitor, but here it is averaged over a week.

In calendar week 11, we observe little change on a regional level. The general mobility starts to decrease, but the deviation from the normal baseline is only -2.2% and not yet noticeable on the map.