From: Understanding big data themes from scientific biomedical literature through topic modeling
Topic | Themes | Overall | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Volume | Velocity | Variety | Veracity | Value | Variability | Information | Technology | Methods | Impact | Beyond con. | Application | ||
1 | 2 | \(\underline{{\mathbf {5}}}\) | 4 | 2 | Value, Impact | ||||||||
2 | 1 | 1 | 3 | 1 | 1 | 1 | 4 | Application | |||||
3 | 1 | 3 | – | ||||||||||
4 | 1 | 1 | 2 | \(\underline{{\mathbf {6}}}\) | Methods | ||||||||
5 | \(\underline{{\mathbf {5}}}\) | 2 | 1 | 3 | 4 | Volume, Beyond conventional | |||||||
6 | 1 | \(\underline{{\mathbf {7}}}\) | 2 | Technology | |||||||||
7 | 1 | 1 | 1 | \(\underline{{\mathbf {7}}}\) | 1 | Methods | |||||||
8 | 1 | 2 | \(\underline{{\mathbf {7}}}\) | Application | |||||||||
9 | 1 | 4 | 2 | Impact | |||||||||
10 | 1 | 2 | 2 | 1 | 3 | 1 | 4 | Application | |||||
11 | 1 | 2 | \(\underline{{\mathbf {6}}}\) | Application | |||||||||
12 | \(\underline{{\mathbf {6}}}\) | \(\underline{{\mathbf {5}}}\) | 1 | 2 | 1 | 1 | Volume, Velocity | ||||||
13 | 1 | 1 | 1 | \(\underline{{\mathbf {5}}}\) | 1 | Methods | |||||||
14 | 1 | 4 | 1 | 1 | 2 | Information | |||||||
15 | 1 | 1 | 1 | 3 | 4 | Application | |||||||
16 | 1 | 2 | 1 | 1 | \(\underline{{\mathbf {5}}}\) | Application | |||||||
17 | 1 | 1 | 1 | 2 | 3 | 1 | – | ||||||
18 | 1 | 1 | 3 | 1 | 2 | 4 | Application | ||||||
19 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | – | ||||
20 | 1 | \(\underline{{\mathbf {7}}}\) | Methods | ||||||||||
21 | 1 | 1 | 1 | 1 | \(\underline{{\mathbf {7}}}\) | Application | |||||||
22 | 2 | 1 | \(\underline{{\mathbf {6}}}\) | 3 | Information | ||||||||
23 | 1 | 1 | \(\underline{{\mathbf {6}}}\) | 1 | 4 | Application, Information | |||||||
24 | 1 | 1 | 1 | 1 | 3 | 1 | 4 | Application | |||||
25 | 1 | 2 | 2 | 1 | 3 | – | |||||||
total | 17 | 17 | 8 | 12 | 14 | 2 | 39 | 24 | 36 | 19 | 11 | 66 |