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Does going to university in a different country affect your mental health? A Japanese international university surveyed its students in 2018 and published a study the following year that was approved by several ethical and regulatory boards.

The study found that international students have a higher risk of mental health difficulties than the general population, and that social connectedness (belonging to a social group) and acculturative stress (stress associated with joining a new culture) are predictive of depression.

Explore the students data using PostgreSQL to find out if you would come to a similar conclusion for international students and see if the length of stay is a contributing factor.

Here is a data description of the columns you may find helpful.

Field NameDescription
inter_domTypes of students (international or domestic)
japanese_cateJapanese language proficiency
english_cateEnglish language proficiency
academicCurrent academic level (undergraduate or graduate)
ageCurrent age of student
stayCurrent length of stay in years
todepTotal score of depression (PHQ-9 test)
toscTotal score of social connectedness (SCS test)
toasTotal score of acculturative stress (ASISS test)
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DataFrameas
students
variable
SELECT * 
FROM students;

Task: Explore and analyze the students data to see how the length of stay (stay) impacts the average mental health diagnostic scores of the international students present in the study.

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DataFrameas
df
variable
SELECT stay, COUNT(inter_dom) AS count_int,
			 ROUND(AVG(todep),2) AS average_phq, 
		     ROUND(AVG(tosc),2) AS average_scs, 
		     ROUND(AVG(toas),2) AS average_as
FROM students
WHERE inter_dom='Inter'
GROUP BY stay
ORDER BY stay DESC;