World Map of Certificate Attainment

Suggested citation: Nesterko, S. O., Seaton, D. T., Kashin, K., Han, Q., Reich, J., Waldo, J., Chuang I., & Ho, A. D. (2014). World Map of Certificate Attainment (HarvardX Insights).

The map above shows estimated certificate attainment from each country for all completed  HarvardX offerings for which data are available.

  • The total number of certificate earners is listed in the legend.
  • Mouse-pointing (or tapping) at a country will reveal the estimated certificate attainment  rate from that country, as well as the numbers the calculation is based on.
  • A technical document that describes data collection procedures, known limitations, and links to source code and data is available here.

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