**Context** Some countries have a very divergent GDP per capita between its regions. Sometimes a given country's regions tend to converge over time, while in other cases the disparity between the poorer and the richer regions is kept over the decades. In this DataSet we can examine the Spanish case. Which has been the evolution of the nominal GDP per capita by regions in Spain since the year 2000 ? Have the regions converged ? Which is the spread between regions ? Can we make a cluster analysis of the regions ? **Content** We have a DataFrame of the evolution of the nominal GDP per capita across the 19 Spanish regions (autonomous communities & cities) since 2000 to 2016. ** Acknowledgements ** The Data used has been compiled by the INE (spanish institute of statistics). http://www.ine.es/