The data set includes a tabular list of employees subject to social security contributions at the place of residence of Wuppertal for the years from 1998, each on the 30th of June. In addition to the total number of employees, for each calendar year the distribution is given to 9 age groups (below 20, 20-25, 25-30, 30-40, 40-50, 50-55, 55-60, 60-65, over 65). 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.
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