This is where my datasource came from.
Dataset: COVID-19’s Impact on Educational Stress
Wrangled Data | ||||||
---|---|---|---|---|---|---|
Variable Group 1 | homework_hours | |||||
environment | gender | time_frame | classwork_stress | homework_stress | ||
1 | Physical | Male | before | 1 | 3 | 2.0 |
2 | Physical | Male | before | 5 | 4 | 2.0 |
3 | Virtual | Female | before | 1 | 3 | 10.0 |
4 | Physical | Male | before | 4 | 4 | 6.0 |
5 | Physical | Male | before | 3 | 4 | 4.0 |
6 | Physical | Male | before | 1 | 1 | 3.0 |
7 | Physical | Female | before | 2 | 3 | 3.0 |
8 | Physical | Male | before | 1 | 3 | 3.0 |
9 | Hybrid | Female | before | 3 | 3 | 3.0 |
10 | Physical | Female | before | 2 | 2 | 1.0 |
11 | Hybrid | Male | before | 3 | 2 | 4.0 |
12 | Physical | Female | before | 2 | 3 | 4.0 |
13 | Virtual | Female | before | 1 | 1 | 3.0 |
14 | Physical | Female | before | 2 | 2 | 4.0 |
15 | Physical | Female | before | 2 | 3 | 5.0 |
16 | Physical | Female | before | 5 | 4 | 9.0 |
17 | Physical | Female | before | 0 | 0 | 0.0 |
18 | Physical | Female | before | 3 | 5 | 3.5 |
19 | Physical | Male | before | 4 | 4 | 1.0 |
20 | Physical | Other | before | 2 | 5 | 2.0 |
21 | Physical | Female | before | 3 | 5 | 4.0 |
22 | Physical | Male | before | 3 | 4 | 3.0 |
23 | Physical | NA | before | 1 | 1 | 1.0 |
24 | Physical | Male | before | 2 | 3 | 1.0 |
25 | Physical | Male | before | 4 | 5 | 5.0 |
26 | Physical | Other | before | 1 | 3 | 3.0 |
27 | Physical | Male | before | 2 | 3 | 0.0 |
28 | Physical | Female | before | 4 | 4 | 2.5 |
29 | Physical | Female | before | 2 | 3 | 0.0 |
30 | Physical | Female | before | 2 | 1 | 0.0 |
31 | Physical | NA | before | 1 | 2 | 1.0 |
32 | Physical | Male | before | 3 | 4 | 1.0 |
33 | Physical | Male | before | 2 | 5 | 4.0 |
34 | Physical | Male | before | 2 | 2 | 1.0 |
35 | Physical | Male | before | 3 | 4 | 2.0 |
36 | Hybrid | Female | before | 1 | 4 | 2.0 |
37 | Physical | NA | before | 6 | 4 | 2.0 |
38 | Physical | Female | before | 2 | 2 | 3.0 |
39 | Virtual | Female | before | 2 | 1 | 1.0 |
40 | Physical | Female | before | 2 | 3 | 3.0 |
41 | Virtual | Male | after | 3 | 5 | 4.5 |
42 | Virtual | Male | after | 3 | 5 | 2.5 |
43 | Virtual | Female | after | 3 | 5 | 15.0 |
44 | Physical | Male | after | 5 | 1 | 6.0 |
45 | Physical | Male | after | 5 | 5 | 6.0 |
46 | Virtual | Male | after | 5 | 6 | 14.0 |
47 | Virtual | Female | after | 3 | 5 | 6.0 |
48 | Virtual | Male | after | 5 | 5 | 5.0 |
49 | Hybrid | Female | after | 2 | 4 | 1.0 |
50 | Virtual | Female | after | 1 | 2 | 5.0 |
51 | Virtual | Male | after | 4 | 3 | 4.0 |
52 | Virtual | Female | after | 4 | 5 | 8.0 |
53 | Virtual | Female | after | 5 | 6 | 5.0 |
54 | Virtual | Female | after | 2 | 3 | 7.0 |
55 | Virtual | Female | after | 6 | 6 | 7.0 |
56 | Virtual | Female | after | 6 | 5 | 10.0 |
57 | Virtual | Female | after | 3 | 3 | 6.0 |
58 | Physical | Female | after | 3 | 2 | 1.5 |
59 | Virtual | Male | after | 4 | 4 | 2.0 |
60 | Virtual | Other | after | 4 | 5 | 4.0 |
61 | Virtual | Female | after | 2 | 4 | 4.0 |
62 | Virtual | Male | after | 3 | 5 | 5.0 |
63 | Hybrid | NA | after | 2 | 5 | 8.0 |
64 | Hybrid | Male | after | 3 | 5 | 2.0 |
65 | Virtual | Male | after | 1 | 5 | 2.0 |
66 | Virtual | Other | after | 3 | 5 | 4.0 |
67 | Hybrid | Male | after | 4 | 3 | 2.0 |
68 | Hybrid | Female | after | 6 | 6 | 5.0 |
69 | Virtual | Female | after | 1 | 1 | 2.0 |
70 | Hybrid | Female | after | 5 | 5 | 3.0 |
71 | Virtual | NA | after | 6 | 6 | 2.0 |
72 | Hybrid | Male | after | 5 | 5 | 1.0 |
73 | Virtual | Male | after | 2 | 6 | 6.0 |
74 | Virtual | Male | after | 4 | 4 | 1.0 |
75 | Physical | Male | after | 5 | 4 | 3.0 |
76 | Virtual | Female | after | 2 | 5 | 5.0 |
77 | Physical | NA | after | 6 | 5 | 1.0 |
78 | Virtual | Female | after | 4 | 4 | 4.0 |
79 | Virtual | Female | after | 3 | 3 | 1.0 |
80 | Virtual | Female | after | 2 | 4 | 4.0 |
Source: Kaggle |