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1. Age
stringclasses
5 values
2. Gender
stringclasses
3 values
3. University
stringclasses
15 values
4. Department
stringclasses
12 values
5. Academic Year
stringclasses
5 values
6. Current CGPA
stringclasses
6 values
7. Did you receive a waiver or scholarship at your university?
stringclasses
2 values
1. In a semester, how often you felt nervous, anxious or on edge due to academic pressure?
int64
0
3
2. In a semester, how often have you been unable to stop worrying about your academic affairs?
int64
0
3
3. In a semester, how often have you had trouble relaxing due to academic pressure?
int64
0
3
4. In a semester, how often have you been easily annoyed or irritated because of academic pressure?
int64
0
3
5. In a semester, how often have you worried too much about academic affairs?
int64
0
3
6. In a semester, how often have you been so restless due to academic pressure that it is hard to sit still?
int64
0
3
7. In a semester, how often have you felt afraid, as if something awful might happen?
int64
0
3
Anxiety Value
int64
0
21
Anxiety Label
stringclasses
4 values
1. In a semester, how often have you felt upset due to something that happened in your academic affairs?
int64
0
4
2. In a semester, how often you felt as if you were unable to control important things in your academic affairs?
int64
0
4
3. In a semester, how often you felt nervous and stressed because of academic pressure?
int64
0
4
4. In a semester, how often you felt as if you could not cope with all the mandatory academic activities? (e.g, assignments, quiz, exams)
int64
0
4
5. In a semester, how often you felt confident about your ability to handle your academic / university problems?
int64
0
4
6. In a semester, how often you felt as if things in your academic life is going on your way?
int64
0
4
7. In a semester, how often are you able to control irritations in your academic / university affairs?
int64
0
4
8. In a semester, how often you felt as if your academic performance was on top?
int64
0
4
9. In a semester, how often you got angered due to bad performance or low grades that is beyond your control?
int64
0
4
10. In a semester, how often you felt as if academic difficulties are piling up so high that you could not overcome them?
int64
0
4
Stress Value
int64
0
40
Stress Label
stringclasses
3 values
1. In a semester, how often have you had little interest or pleasure in doing things?
int64
0
3
2. In a semester, how often have you been feeling down, depressed or hopeless?
int64
0
3
3. In a semester, how often have you had trouble falling or staying asleep, or sleeping too much?
int64
0
3
4. In a semester, how often have you been feeling tired or having little energy?
int64
0
3
5. In a semester, how often have you had poor appetite or overeating?
int64
0
3
6. In a semester, how often have you been feeling bad about yourself - or that you are a failure or have let yourself or your family down?
int64
0
3
7. In a semester, how often have you been having trouble concentrating on things, such as reading the books or watching television?
int64
0
3
8. In a semester, how often have you moved or spoke too slowly for other people to notice? Or you've been moving a lot more than usual because you've been restless?
int64
0
3
9. In a semester, how often have you had thoughts that you would be better off dead, or of hurting yourself?
int64
0
3
Depression Value
int64
0
27
Depression Label
stringclasses
6 values
18-22
Female
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
Fourth Year or Equivalent
2.50 - 2.99
No
1
1
1
2
2
2
1
10
Moderate Anxiety
2
2
3
2
2
2
2
2
2
2
21
Moderate Stress
1
2
1
1
2
1
1
1
1
11
Moderate Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.80 - 4.00
No
2
2
1
1
1
1
1
9
Mild Anxiety
2
2
2
2
2
2
2
1
1
2
18
Moderate Stress
1
1
1
1
1
1
1
1
1
9
Mild Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.00 - 3.39
No
2
1
1
0
2
2
2
10
Moderate Anxiety
3
2
2
3
3
2
3
2
2
1
23
Moderate Stress
2
0
2
3
2
2
2
2
1
16
Moderately Severe Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.40 - 3.79
No
2
1
1
1
1
1
1
8
Mild Anxiety
2
2
2
2
2
2
2
2
2
2
20
Moderate Stress
1
1
1
1
1
1
1
1
1
9
Mild Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.40 - 3.79
No
1
1
1
1
1
1
1
7
Mild Anxiety
2
2
2
2
2
2
2
2
2
2
20
Moderate Stress
1
1
1
1
1
1
1
1
1
9
Mild Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.80 - 4.00
No
2
2
2
2
2
2
2
14
Moderate Anxiety
4
2
2
2
2
2
2
2
2
2
22
Moderate Stress
2
2
2
2
2
2
2
2
2
18
Moderately Severe Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.80 - 4.00
Yes
0
1
1
0
1
1
0
4
Minimal Anxiety
1
1
1
0
0
1
0
1
0
0
5
Low Stress
0
0
1
0
0
0
1
1
0
3
Minimal Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
Third Year or Equivalent
2.50 - 2.99
No
2
2
2
2
3
2
3
16
Severe Anxiety
2
2
2
2
2
2
3
3
2
2
22
Moderate Stress
2
3
3
0
0
3
3
0
0
14
Moderate Depression
18-22
Female
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.80 - 4.00
No
2
2
2
2
2
2
2
14
Moderate Anxiety
0
2
4
2
2
2
2
2
2
2
20
Moderate Stress
2
2
2
2
2
2
2
2
2
18
Moderately Severe Depression
18-22
Female
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.80 - 4.00
Yes
1
1
3
3
2
2
1
13
Moderate Anxiety
2
3
2
3
2
2
2
2
2
2
22
Moderate Stress
1
3
3
3
1
3
3
2
0
19
Moderately Severe Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.40 - 3.79
No
2
2
2
2
2
2
2
14
Moderate Anxiety
2
2
2
3
1
1
2
2
3
2
20
Moderate Stress
2
2
2
2
2
2
2
2
2
18
Moderately Severe Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.80 - 4.00
No
3
3
1
3
3
2
3
18
Severe Anxiety
4
1
4
4
0
2
0
2
4
4
25
Moderate Stress
1
3
3
3
1
3
3
3
3
23
Severe Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.80 - 4.00
Yes
1
3
1
1
2
2
1
11
Moderate Anxiety
3
1
1
1
1
1
1
2
3
1
15
Moderate Stress
1
1
1
2
0
1
1
1
1
9
Mild Depression
18-22
Female
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.80 - 4.00
No
3
3
1
3
3
3
3
19
Severe Anxiety
2
3
4
3
2
2
2
3
3
2
26
Moderate Stress
3
1
2
2
1
3
3
2
3
20
Severe Depression
18-22
Female
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.80 - 4.00
No
2
2
2
2
2
2
2
14
Moderate Anxiety
3
2
2
2
3
2
3
2
2
3
24
Moderate Stress
2
2
2
2
2
2
2
2
2
18
Moderately Severe Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
2.50 - 2.99
No
3
3
1
3
3
2
3
18
Severe Anxiety
1
2
3
3
1
1
1
3
3
3
21
Moderate Stress
2
2
3
3
3
3
1
0
3
20
Severe Depression
18-22
Female
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
Third Year or Equivalent
2.50 - 2.99
No
2
2
2
2
2
2
2
14
Moderate Anxiety
4
2
2
2
2
2
2
2
2
2
22
Moderate Stress
2
2
2
2
2
2
2
2
2
18
Moderately Severe Depression
18-22
Female
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.80 - 4.00
Yes
2
2
2
2
2
1
1
12
Moderate Anxiety
1
2
2
1
2
1
3
2
2
1
17
Moderate Stress
1
1
2
2
2
0
1
0
0
9
Mild Depression
18-22
Female
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.40 - 3.79
No
0
2
0
0
1
0
0
3
Minimal Anxiety
1
2
1
1
4
2
4
3
1
1
20
Moderate Stress
2
0
0
0
0
1
0
0
0
3
Minimal Depression
18-22
Female
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.40 - 3.79
No
0
2
1
0
2
1
0
6
Mild Anxiety
2
2
2
2
2
2
3
2
1
1
19
Moderate Stress
1
1
0
1
1
0
1
1
0
6
Mild Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.80 - 4.00
Yes
0
0
0
0
0
0
0
0
Minimal Anxiety
1
1
1
2
1
1
1
1
2
2
13
Low Stress
0
0
0
0
0
0
0
0
0
0
No Depression
18-22
Female
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.80 - 4.00
Yes
1
1
1
1
1
1
1
7
Mild Anxiety
2
1
3
3
1
1
1
1
2
2
17
Moderate Stress
2
1
0
1
0
0
0
0
0
4
Minimal Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.80 - 4.00
No
1
3
3
2
2
3
2
16
Severe Anxiety
3
2
3
4
1
1
1
1
2
3
21
Moderate Stress
3
2
3
3
3
2
3
2
0
21
Severe Depression
18-22
Female
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.80 - 4.00
No
2
2
3
2
1
3
3
16
Severe Anxiety
2
2
2
2
2
2
2
4
0
2
20
Moderate Stress
1
3
0
3
3
0
0
1
1
12
Moderate Depression
23-26
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
Fourth Year or Equivalent
2.50 - 2.99
Yes
3
0
3
2
1
3
1
13
Moderate Anxiety
4
4
2
2
2
4
2
2
4
4
30
High Perceived Stress
0
1
1
3
3
0
2
3
3
16
Moderately Severe Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.00 - 3.39
No
1
2
1
1
1
1
1
8
Mild Anxiety
4
4
2
2
2
2
2
2
2
2
24
Moderate Stress
1
1
2
1
1
1
0
1
2
10
Moderate Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.00 - 3.39
No
0
0
0
0
0
0
0
0
Minimal Anxiety
0
0
2
0
4
4
4
4
0
0
18
Moderate Stress
0
3
0
3
0
1
0
0
0
7
Mild Depression
23-26
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
Third Year or Equivalent
Below 2.50
Yes
1
3
3
3
3
1
3
17
Severe Anxiety
3
2
4
3
2
2
2
3
2
3
26
Moderate Stress
0
3
3
3
3
3
3
3
0
21
Severe Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.40 - 3.79
Yes
1
1
3
2
1
2
2
12
Moderate Anxiety
4
2
2
0
3
1
3
4
4
2
25
Moderate Stress
3
2
3
3
3
3
1
3
3
24
Severe Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
Second Year or Equivalent
3.00 - 3.39
Yes
3
3
0
3
3
3
3
18
Severe Anxiety
4
4
4
4
2
4
0
2
4
4
32
High Perceived Stress
0
3
3
3
1
0
3
3
1
17
Moderately Severe Depression
23-26
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.40 - 3.79
No
2
3
0
3
3
3
3
17
Severe Anxiety
2
2
2
2
2
2
2
2
2
2
20
Moderate Stress
0
1
3
3
3
3
0
2
3
18
Moderately Severe Depression
23-26
Female
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
Third Year or Equivalent
3.40 - 3.79
Yes
3
2
2
2
2
2
2
15
Severe Anxiety
2
2
2
3
1
3
2
3
2
1
21
Moderate Stress
3
2
2
2
2
2
2
2
2
19
Moderately Severe Depression
23-26
Female
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
Fourth Year or Equivalent
2.50 - 2.99
Yes
2
2
3
2
3
3
1
16
Severe Anxiety
4
3
4
3
2
3
3
2
3
4
31
High Perceived Stress
1
3
1
3
3
3
2
2
1
19
Moderately Severe Depression
23-26
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
Second Year or Equivalent
Below 2.50
No
3
3
3
3
3
3
3
21
Severe Anxiety
1
4
4
2
2
4
0
2
4
4
27
High Perceived Stress
3
3
3
3
3
3
3
3
0
24
Severe Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
Other
No
0
0
0
0
0
0
0
0
Minimal Anxiety
0
0
0
0
4
4
4
4
0
0
16
Moderate Stress
0
0
0
0
0
0
0
0
0
0
No Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
Other
No
1
0
2
0
2
0
0
5
Mild Anxiety
0
0
1
4
4
2
4
3
1
3
22
Moderate Stress
0
2
0
1
0
1
0
1
1
6
Mild Depression
18-22
Male
Independent University, Bangladesh (IUB)
Other
First Year or Equivalent
Other
No
1
1
2
1
2
2
1
10
Moderate Anxiety
1
1
2
2
2
4
1
2
3
2
20
Moderate Stress
2
1
1
1
1
1
1
0
1
9
Mild Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
Second Year or Equivalent
Below 2.50
No
1
0
0
1
1
1
0
4
Minimal Anxiety
1
0
1
1
2
2
2
2
2
2
15
Moderate Stress
2
0
0
0
0
0
0
0
0
2
Minimal Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
Below 2.50
No
1
1
1
1
1
1
1
7
Mild Anxiety
1
1
1
1
1
2
3
1
2
2
15
Moderate Stress
0
1
1
1
1
1
1
1
0
7
Mild Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
Other
No
1
2
2
2
2
2
2
13
Moderate Anxiety
3
2
3
1
2
2
2
2
3
2
22
Moderate Stress
2
2
2
2
2
2
2
2
2
18
Moderately Severe Depression
18-22
Female
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
Below 2.50
No
1
2
2
1
1
2
3
12
Moderate Anxiety
2
2
1
1
2
3
1
1
3
1
17
Moderate Stress
3
1
3
2
2
0
1
2
1
15
Moderately Severe Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
Other
No
0
2
1
0
1
1
1
6
Mild Anxiety
2
2
2
4
2
4
4
4
2
1
27
High Perceived Stress
0
1
3
3
2
1
1
1
1
13
Moderate Depression
18-22
Female
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
2.50 - 2.99
No
3
3
3
2
3
3
2
19
Severe Anxiety
4
4
4
2
0
2
3
1
4
1
25
Moderate Stress
1
2
2
2
2
3
1
1
3
17
Moderately Severe Depression
18-22
Female
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
3.00 - 3.39
Yes
2
0
2
1
0
2
1
8
Mild Anxiety
2
3
0
0
2
4
2
4
2
2
21
Moderate Stress
3
1
3
3
0
2
1
2
0
15
Moderately Severe Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
Third Year or Equivalent
Below 2.50
No
2
1
1
1
1
1
1
8
Mild Anxiety
4
2
2
2
2
2
2
2
2
2
22
Moderate Stress
1
1
1
1
1
1
1
1
1
9
Mild Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
Below 2.50
Yes
0
0
0
0
0
0
0
0
Minimal Anxiety
3
0
3
1
4
4
4
4
0
0
23
Moderate Stress
1
0
0
1
0
0
0
0
0
2
Minimal Depression
Below 18
Female
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
Below 2.50
No
0
0
0
0
0
0
0
0
Minimal Anxiety
3
0
3
0
4
4
4
3
1
1
23
Moderate Stress
1
0
1
1
0
0
0
0
0
3
Minimal Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
2.50 - 2.99
No
1
2
0
1
1
2
1
8
Mild Anxiety
2
2
2
2
2
3
2
3
3
2
23
Moderate Stress
0
2
3
2
1
3
0
1
0
12
Moderate Depression
18-22
Female
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
2.50 - 2.99
No
2
2
2
2
3
3
3
17
Severe Anxiety
0
0
2
0
2
4
2
2
2
2
16
Moderate Stress
2
3
3
3
3
2
2
2
2
22
Severe Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
Other
Yes
0
0
0
0
0
0
0
0
Minimal Anxiety
1
3
0
2
2
2
2
2
2
3
19
Moderate Stress
3
2
3
1
3
2
3
3
2
22
Severe Depression
18-22
Female
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
Below 2.50
No
3
3
0
3
3
3
3
18
Severe Anxiety
4
4
4
4
0
0
0
4
4
0
24
Moderate Stress
1
3
0
3
0
3
0
3
0
13
Moderate Depression
23-26
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
Third Year or Equivalent
2.50 - 2.99
No
3
3
3
3
3
3
3
21
Severe Anxiety
4
2
2
2
2
2
2
2
2
2
22
Moderate Stress
0
0
0
0
0
0
0
0
0
0
No Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
Other
No
0
0
1
2
0
1
2
6
Mild Anxiety
2
1
1
1
3
0
0
2
0
2
12
Low Stress
1
1
1
1
1
1
1
1
1
9
Mild Depression
18-22
Female
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
Other
No
1
1
3
1
3
3
1
13
Moderate Anxiety
2
2
2
2
2
3
2
4
2
0
21
Moderate Stress
1
1
3
1
1
1
1
1
0
10
Moderate Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
Other
No
1
2
2
1
2
1
2
11
Moderate Anxiety
2
2
2
2
1
1
2
0
2
3
17
Moderate Stress
1
1
1
2
2
2
1
1
0
11
Moderate Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
Other
No
1
1
1
2
2
2
2
11
Moderate Anxiety
4
3
2
1
1
2
2
2
3
2
22
Moderate Stress
2
1
1
1
3
2
2
1
2
15
Moderately Severe Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
Other
No
1
1
1
2
2
2
2
11
Moderate Anxiety
2
2
2
1
1
2
2
2
4
2
20
Moderate Stress
2
1
1
1
3
2
2
2
2
16
Moderately Severe Depression
18-22
Male
Independent University, Bangladesh (IUB)
Engineering - CS / CSE / CSC / Similar to CS
First Year or Equivalent
Other
No
2
2
1
1
1
0
0
7
Mild Anxiety
3
1
3
2
2
2
1
4
0
1
19
Moderate Stress
1
1
0
2
0
3
3
1
1
12
Moderate Depression
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