ANLY482 AY2016-17 T2 Group15 Analysis & Findings

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Data Source

The data that we obtained were all provided by Edufy Secondary School. In total, we received data covering three batches of students from 2014 to 2016. Each batch of data covers the four years of secondary school that the student have been through. For example, the data containing the batch of students from 2014 will have the data when the students were:

  • Secondary 1 (2011)
  • Secondary 2 (2012)
  • Secondary 3 (2013)
  • Secondary 4 (2014) - 'O' Levels


Data Cleaning


Exploratory Data Analysis


Time-series Analysis