|
Under 18 years old
|
Other online resources (e.g., videos, blogs, forum) |
84.95%
3,211
|
School (i.e., University, College, etc) |
30.74%
1,162
|
Books / Physical media |
37.06%
1,401
|
Online Courses or Certification |
43.04%
1,627
|
On the job training |
4.39%
166
|
Colleague |
2.91%
110
|
Friend or family member |
20.98%
793
|
Coding Bootcamp |
10.53%
398
|
Hackathons (virtual or in-person) |
6.64%
251
|
|
18-24 years old
|
Other online resources (e.g., videos, blogs, forum) |
78.62%
12,983
|
School (i.e., University, College, etc) |
65.47%
10,811
|
Books / Physical media |
39.71%
6,557
|
Online Courses or Certification |
50.87%
8,400
|
On the job training |
28.44%
4,697
|
Colleague |
14.13%
2,334
|
Friend or family member |
15.23%
2,515
|
Coding Bootcamp |
12.64%
2,087
|
Hackathons (virtual or in-person) |
9.96%
1,644
|
|
25-34 years old
|
Other online resources (e.g., videos, blogs, forum) |
71.39%
19,935
|
School (i.e., University, College, etc) |
66.2%
18,486
|
Books / Physical media |
50.9%
14,215
|
Online Courses or Certification |
49.55%
13,837
|
On the job training |
45.72%
12,767
|
Colleague |
21.24%
5,932
|
Friend or family member |
12.78%
3,568
|
Coding Bootcamp |
11.8%
3,296
|
Hackathons (virtual or in-person) |
8.24%
2,301
|
|
35-44 years old
|
Other online resources (e.g., videos, blogs, forum) |
66.93%
9,298
|
School (i.e., University, College, etc) |
62.88%
8,735
|
Books / Physical media |
69.98%
9,722
|
Online Courses or Certification |
43.69%
6,070
|
On the job training |
47.21%
6,558
|
Colleague |
22.21%
3,086
|
Friend or family member |
14.99%
2,083
|
Coding Bootcamp |
8.79%
1,221
|
Hackathons (virtual or in-person) |
5.13%
713
|
|
45-54 years old
|
Other online resources (e.g., videos, blogs, forum) |
61.1%
3,188
|
School (i.e., University, College, etc) |
60.46%
3,155
|
Books / Physical media |
84.29%
4,398
|
Online Courses or Certification |
40.25%
2,100
|
On the job training |
50.54%
2,637
|
Colleague |
20.76%
1,083
|
Friend or family member |
12.61%
658
|
Coding Bootcamp |
7.9%
412
|
Hackathons (virtual or in-person) |
3.55%
185
|
|
55-64 years old
|
Other online resources (e.g., videos, blogs, forum) |
52.73%
1,024
|
School (i.e., University, College, etc) |
63.65%
1,236
|
Books / Physical media |
83.63%
1,624
|
Online Courses or Certification |
34.19%
664
|
On the job training |
53.45%
1,038
|
Colleague |
18.9%
367
|
Friend or family member |
7.16%
139
|
Coding Bootcamp |
6.95%
135
|
Hackathons (virtual or in-person) |
2.37%
46
|
|
65 years or older
|
Other online resources (e.g., videos, blogs, forum) |
48.23%
259
|
School (i.e., University, College, etc) |
58.85%
316
|
Books / Physical media |
80.26%
431
|
Online Courses or Certification |
28.31%
152
|
On the job training |
53.26%
286
|
Colleague |
17.69%
95
|
Friend or family member |
4.66%
25
|
Coding Bootcamp |
6.15%
33
|
Hackathons (virtual or in-person) |
2.61%
14
|