#how the length of stay (stay) impacts the average mental health diagnostic scores of the international students?
SELECT *
FROM students;
<title>Data</title>| index | inter_dom | region | gender | academic | age | age_cate | stay | stay_cate | japanese | japanese_cate | english | english_cate | intimate | religion | suicide | dep | deptype | todep | depsev | tosc | apd | ahome | aph | afear | acs | aguilt | amiscell | toas | partner | friends | parents | relative | profess | phone | doctor | reli | alone | others | internet | partner_bi | friends_bi | parents_bi | relative_bi | professional_bi | phone_bi | doctor_bi | religion_bi | alone_bi | others_bi | internet_bi |
| 0 | Inter | SEA | Male | Grad | 24 | 4 | 5 | Long | 3 | Average | 5 | High | NULL | Yes | No | No | No | 0 | Min | 34 | 23 | 9 | 11 | 8 | 11 | 2 | 27 | 91 | 5 | 5 | 6 | 3 | 2 | 1 | 4 | 1 | 3 | 4 | Yes | Yes | Yes | No | No | No | No | No | No | No | No | |
| 1 | Inter | SEA | Male | Grad | 28 | 5 | 1 | Short | 4 | High | 4 | High | NULL | No | No | No | No | 2 | Min | 48 | 8 | 7 | 5 | 4 | 3 | 2 | 10 | 39 | 7 | 7 | 7 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | Yes | Yes | Yes | No | No | No | No | No | No | No | No | |
| 2 | Inter | SEA | Male | Grad | 25 | 4 | 6 | Long | 4 | High | 4 | High | Yes | Yes | No | No | No | 2 | Min | 41 | 13 | 4 | 7 | 6 | 4 | 3 | 14 | 51 | 3 | 3 | 3 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | No | No | No | No | No | No | No | No | No | No | No | |
| 3 | Inter | EA | Female | Grad | 29 | 5 | 1 | Short | 2 | Low | 3 | Average | No | No | No | No | No | 3 | Min | 37 | 16 | 10 | 10 | 8 | 6 | 4 | 21 | 75 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 4 | 4 | Yes | Yes | Yes | Yes | Yes | No | No | No | No | No | No | |
| 4 | Inter | EA | Female | Grad | 28 | 5 | 1 | Short | 1 | Low | 3 | Average | Yes | No | No | No | No | 3 | Min | 37 | 15 | 12 | 5 | 8 | 7 | 4 | 31 | 82 | 5 | 5 | 5 | 2 | 5 | 2 | 5 | 5 | 4 | 4 | Yes | Yes | Yes | No | Yes | No | Yes | Yes | No | No | No | |
| 5 | Inter | SEA | Male | Grad | 24 | 4 | 6 | Long | 3 | Average | 4 | High | Yes | No | No | No | No | 6 | Mild | 38 | 18 | 8 | 10 | 8 | 7 | 3 | 29 | 83 | 6 | 5 | 4 | 2 | 1 | 1 | 2 | 1 | 5 | 1 | Yes | Yes | No | No | No | No | No | No | Yes | No | No | |
| 6 | Inter | SA | Male | Grad | 23 | 4 | 1 | Short | 3 | Average | 5 | High | Yes | No | No | No | No | 3 | Min | 46 | 17 | 6 | 10 | 5 | 3 | 2 | 15 | 58 | 7 | 5 | 7 | 2 | 2 | 1 | 5 | 1 | 1 | 1 | Yes | Yes | Yes | No | No | No | Yes | No | No | No | No | |
| 7 | Inter | SEA | Female | Grad | 30 | 5 | 2 | Medium | 1 | Low | 1 | Low | Yes | Yes | Yes | No | No | 9 | Mild | 41 | 16 | 20 | 19 | 15 | 11 | 6 | 40 | 127 | 7 | 2 | 2 | 2 | 6 | 2 | 1 | 1 | 3 | 1 | Yes | No | No | No | Yes | No | No | No | No | No | No | |
| 8 | Inter | SEA | Female | Grad | 25 | 4 | 4 | Long | 4 | High | 4 | High | No | No | No | Yes | Other | 7 | Mild | 36 | 22 | 12 | 13 | 13 | 10 | 6 | 33 | 109 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | No | No | No | No | No | No | No | No | No | No | No | |
| 9 | Inter | Others | Male | Grad | 31 | 5 | 2 | Medium | 1 | Low | 4 | High | Yes | Yes | No | No | No | 3 | Min | 48 | 8 | 4 | 5 | 12 | 3 | 2 | 17 | 51 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 2 | 1 | No | No | No | No | No | No | No | No | No | No | No |
#Find the number of international students and their average scores by length of stay, in descending order of length of stay
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;
| stay | count_int | average_phq | average_scs | average_as |
| 10 | 1 | 13.00 | 32.00 | 50.00 |
| 8 | 1 | 10.00 | 44.00 | 65.00 |
| 7 | 1 | 4.00 | 48.00 | 45.00 |
| 6 | 3 | 6.00 | 38.00 | 58.67 |
| 5 | 1 | 0.00 | 34.00 | 91.00 |
| 4 | 14 | 8.57 | 33.93 | 87.71 |
| 3 | 46 | 9.09 | 37.13 | 78.00 |
| 2 | 39 | 8.28 | 37.08 | 77.67 |
| 1 | 95 | 7.48 | 38.11 | 72.80 |