What Data Analysis to use for this study?

My study looks into the relationship between the academic motivation and academic achievement (in terms of GPA) of senior high school students. It also looks into the profile of the students (age, gender, etc.) and
1. if there's a significant relation between academic achievement (GPA) and:
- students' profile
- academic motivation
2. if there's a significant difference between students in public and private schools in terms of
- academic motivation
- academic achievement

I am using the Academic Motivation Scale (AMS) instrument in this study.

I really hope for your utmost help in this. Thank you!

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Data Analysis is the process of systematically applying statistical and/or logical techniques to describe and illustrate, condense and recap, and evaluate data. According to Shamoo and Resnik (2003) various analytic procedures “provide a way of drawing inductive inferences from data and distinguishing the signal (the phenomenon of interest) from the noise (statistical fluctuations) present in the data”..

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