Commuters and commuters to and from Wuppertal

The data set includes a tabular list of employees subject to social security at the place of work or residence of Wuppertal for the years from 1997, respectively on the 30th of June. Among the employees at the place of work, the number of commuters to Wuppertal is indicated, for the employees at the place of residence the number of commuters. In addition, the “Pendlersaldo” (the difference between employees at the place of work and residence in Wuppertal) is listed. The data set is updated annually by the team “Statistics and Elections”, which evaluates the employee statistics of the Federal Employment Agency (BfA), which is also published annually, and takes the results into the statistics database of the City of Wuppertal. Since the publication of the nationwide employment statistics must always be awaited, a considerable time shift occurs when updating the Wuppertal dataset i.e. R.