Context The data set would be interesting if you are keen on analyzing *education* and *factors which impact students' results*. The cool thing is that it has information on different subjects, as well as some other characteristics of every student. Content This data is obtained from Ukrainian center for educational quality assessment. It contains information about the **results of external independent evaluation in Ukraine (ZNO) in 2018**. There is information about birth date of each participant, region, grades for different subjects, class profile, class language etc. The language of data set is _Ukrainian_. You can find detailed columns' description in OpenDataInfo2018. Acknowledgments If you want to find out more about the testing itself: https://en.wikipedia.org/wiki/External_independent_evaluation Data source: http://testportal.gov.ua/ Inspiration You can try to research: * List What is the distribution of grades? * Is it dependent on region? * Does specialized classes impact results of test for special subjects? Do people from math classes perform bad with languages, or is it the opposite case? * What regions & schools perform the best?