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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)
Spinner
DataFrameas
students
variable
-- Run this code to view the data in students  
SELECT * 
FROM students;
Spinner
DataFrameas
df
variable
--Return a table with nine rows and five columns.
--The five columns should be aliased as: stay, count_int, average_phq, average_scs, and average_as, in that order.
--The average columns should contain the average of the todep (PHQ-9 test), tosc (SCS test), and toas (ASISS test) columns for each length of stay, rounded to two decimal places.
--The count_int column should be the number of international students for each length of stay.
--Sort the results by the length of stay in descending order.
Select stay, 
	   count(*) 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;