Question 1
“Employment_GBA.csv” records the Graduate Employment Survey (GES), a collaborative effort among NTU, NUS, SMU, SIT (since 2014), SUTD (since 2015), and SUSS (since 2018) to conduct an annual survey of graduate employment conditions approximately six months after their final examinations. The Ministry of Education (MOE) publishes the results of key employment indicators from this survey to provide prospective students with timely and comparable data, enabling them to make informed decisions about their courses. Graduates from NTU, NUS, SMU, and SUSS are surveyed in November. However, due to differences in academic calendars, graduates from SUTD and SIT are surveyed in February and March, respectively. You are to follow the Six-Stage Problem-Solving Process to answer the following questions using this dataset.

(a) Identify one (1) possible problem that can be addressed by analysing the dataset and discuss the critical assumptions for potential analytics application. (Up to 150 words for part (a))
(15 marks)

(b) Prepare a summary of the dataset in tabular format. It should contain the data dictionary, each data field’s type and summary measures. (Up to 150 words for part (b))